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ORCIDCèsar Ferri
César Ferri – Cèsar Ferri Ramirez – Cèsar Ferri Ramírez
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- affiliation: Polytechnic University of Valencia, Spain
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2020 – today
- 2024
[j29]Jorge A. Vázquez Mendoza
, Cèsar Ferri Ramírez, Carlos Monserrat Aranda:
Analysis and discovery of procrastination patterns in a language learning MOOC. Comput. Educ. 223: 105154 (2024)- [j28]Raül Fabra-Boluda, Cèsar Ferri, María José Ramírez-Quintana, Fernando Martínez-Plumed:
Unveiling the robustness of machine learning families. Mach. Learn. Sci. Technol. 5(3): 35040 (2024) - [j27]Lexin Zhou, Wout Schellaert, Fernando Martínez-Plumed, Yael Moros-Daval, Cèsar Ferri, José Hernández-Orallo:
Larger and more instructable language models become less reliable. Nat. 634(8032): 61-68 (2024) - [c69]Darío Garigliotti, Bjarte Johansen, Jakob Vigerust Kallestad, Seong-Eun Cho, Cèsar Ferri:
EquinorQA: Large Language Models for Question Answering Over Proprietary Data. ECAI 2024: 4563-4570 - [c68]Hugo Sánchez-Navalón, Carlos Monserrat, Darío Garigliotti, Cèsar Ferri:
Evaluating Performance and Trustworthiness of RAG Systems for Generating Administrative Text. IDEAL (1) 2024: 410-421 - [c67]Sócrates Llácer Luna, Darío Garigliotti, Fernando Martínez-Plumed, Cèsar Ferri Ramirez:
Automatic PDF Document Classification with Machine Learning. IDEAL (1) 2024: 447-459 - [c66]Brigt Arve Toppe Håvardstun, Cèsar Ferri, Jan Arne Telle:
An Interactive Tool for Interpretability of Time Series Classification. ECML/PKDD (8) 2024: 399-403 - [c65]Jan Arne Telle, Cèsar Ferri, Brigt Arve Toppe Håvardstun:
Optimal Robust Simplifications for Explaining Time Series Classifications. TempXAI@PKDD/ECML 2024: 28-43 - [c64]Brigt Arve Toppe Håvardstun, Cèsar Ferri, Kristian Flikka, Jan Arne Telle:
XAI for Time Series Classification: Evaluating the Benefits of Model Inspection for End-Users. xAI (3) 2024: 439-453 - [i11]Cèsar Ferri, Darío Garigliotti, Brigt Arve Toppe Håvardstun, José Hernández-Orallo, Jan Arne Telle:
When Redundancy Matters: Machine Teaching of Representations. CoRR abs/2401.12711 (2024) - [i10]David Nieves, María José Ramírez-Quintana, Carlos Monserrat, César Ferri, José Hernández-Orallo:
Learning Alternative Ways of Performing a Task. CoRR abs/2404.02579 (2024) - 2023
- [j26]Gonzalo Jaimovitch-López, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana:
Can language models automate data wrangling? Mach. Learn. 112(6): 2053-2082 (2023) - [j25]Luca Malinverno, Vesna Barros, Francesco Ghisoni, Giovanni Visonà, Roman Kern, Philip J. Nickel, Barbara Elvira Ventura, Ilija Simic, Sarah Stryeck, Francesca Manni, César Ferri, Claire Jean-Quartier, Laura Genga, Gabriele Beate Schweikert, Mario Lovric, Michal Rosen-Zvi:
A historical perspective of biomedical explainable AI research. Patterns 4(9): 100830 (2023) - [j24]Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu:
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. Trans. Mach. Learn. Res. 2023 (2023) - [c63]Brigt Arve Toppe Håvardstun, Cèsar Ferri, José Hernández-Orallo, Pekka Parviainen, Jan Arne Telle:
XAI with Machine Teaching When Humans Are (Not) Informed About the Irrelevant Features. ECML/PKDD (3) 2023: 378-393 - [i9]Lexin Zhou, Pablo Antonio Moreno Casares, Fernando Martínez-Plumed, John Burden, Ryan Burnell, Lucy Cheke, Cèsar Ferri, Alexandru Marcoci, Behzad Mehrbakhsh, Yael Moros-Daval, Seán Ó hÉigeartaigh, Danaja Rutar, Wout Schellaert, Konstantinos Voudouris, José Hernández-Orallo:
Predictable Artificial Intelligence. CoRR abs/2310.06167 (2023) - 2022
- [c62]Raül Fabra-Boluda, Cèsar Ferri, Fernando Martínez-Plumed, María José Ramírez-Quintana:
Robustness Testing of Machine Learning Families using Instance-Level IRT-Difficulty. EBeM@IJCAI 2022 - [c61]Cèsar Ferri, José Hernández-Orallo, Jan Arne Telle:
Non-Cheating Teaching Revisited: A New Probabilistic Machine Teaching Model. IJCAI 2022: 2973-2979 - [c60]Lexin Zhou, Fernando Martínez-Plumed, José Hernández-Orallo, Cèsar Ferri, Wout Schellaert:
Reject Before You Run: Small Assessors Anticipate Big Language Models. EBeM@IJCAI 2022 - [p1]José Hernández-Orallo, Cèsar Ferri:
Teaching and Explanation: Aligning Priors between Machines and Humans. Human-Like Machine Intelligence 2022: 171-196 - [i8]Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu:
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. CoRR abs/2206.04615 (2022) - 2021
- [j23]Fernando Martínez-Plumed, Cèsar Ferri, David Nieves, José Hernández-Orallo:
Missing the missing values: The ugly duckling of fairness in machine learning. Int. J. Intell. Syst. 36(7): 3217-3258 (2021) - [j22]Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo:
AUTOMAT[R]IX: learning simple matrix pipelines. Mach. Learn. 110(4): 779-799 (2021) - [j21]Fernando Martínez-Plumed, Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo, Meelis Kull, Nicolas Lachiche, María José Ramírez-Quintana, Peter A. Flach:
CRISP-DM Twenty Years Later: From Data Mining Processes to Data Science Trajectories. IEEE Trans. Knowl. Data Eng. 33(8): 3048-3061 (2021) - [c59]Gust Verbruggen, Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo, Luc De Raedt:
Muppets: Multipurpose Table Segmentation. IDA 2021: 389-401 - [c58]Gonzalo Jaimovitch-López, David Castellano Falcón, César Ferri, José Hernández-Orallo:
Think Big, Teach Small: Do Language Models Distil Occam's Razor? NeurIPS 2021: 1610-1623 - 2020
- [j20]David Nieves, María José Ramírez-Quintana, Carlos Monserrat Aranda, Cèsar Ferri, José Hernández-Orallo:
Learning alternative ways of performing a task. Expert Syst. Appl. 148: 113263 (2020) - [c57]Raül Fabra-Boluda, Cèsar Ferri, Fernando Martínez-Plumed, José Hernández-Orallo, M. José Ramírez-Quintana:
Family and Prejudice: A Behavioural Taxonomy of Machine Learning Techniques. ECAI 2020: 1135-1142
2010 – 2019
- 2019
- [j19]Cèsar Ferri, José Hernández-Orallo, Peter A. Flach:
Setting decision thresholds when operating conditions are uncertain. Data Min. Knowl. Discov. 33(4): 805-847 (2019) - [j18]Jan Arne Telle, José Hernández-Orallo, Cèsar Ferri:
The teaching size: computable teachers and learners for universal languages. Mach. Learn. 108(8-9): 1653-1675 (2019) - [c56]Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo:
Automating Common Data Science Matrix Transformations. PKDD/ECML Workshops (1) 2019: 17-27 - [c55]Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana, Susumu Katayama:
Automated Data Transformation with Inductive Programming and Dynamic Background Knowledge. ECML/PKDD (3) 2019: 735-751 - [c54]Lidia Contreras Ochando, César Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana, Susumu Katayama:
BK-ADAPT: Dynamic Background Knowledge for Automating Data Transformation. ECML/PKDD (3) 2019: 755-759 - [i7]Fernando Martínez-Plumed, Cèsar Ferri, David Nieves, José Hernández-Orallo:
Fairness and Missing Values. CoRR abs/1905.12728 (2019) - 2018
- [j17]Daniel Silva-Palacios, Cèsar Ferri, María José Ramírez-Quintana:
Probabilistic class hierarchies for multiclass classification. J. Comput. Sci. 26: 254-263 (2018) - [c53]Raül Fabra-Boluda, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana:
Identifying the Machine Learning Family from Black-Box Models. CAEPIA 2018: 55-65 - [c52]Daniel Silva-Palacios, Cèsar Ferri, María José Ramírez-Quintana:
Adapting Hierarchical Multiclass Classification to Changes in the Target Concept. CAEPIA 2018: 118-127 - [c51]Fernando Martínez-Plumed, Juan Carlos Casamayor, Cèsar Ferri, Jon Ander Gómez, Eduardo Vendrell Vidal:
SALER: A Data Science Solution to Detect and Prevent Corruption in Public Administration. Nemesis/UrbReas/SoGood/IWAISe/GDM@PKDD/ECML 2018: 103-117 - [i6]Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana, Susumu Katayama:
General-purpose Declarative Inductive Programming with Domain-Specific Background Knowledge for Data Wrangling Automation. CoRR abs/1809.10054 (2018) - 2017
- [j16]Fernando Martínez-Plumed, César Ferri, José Hernández-Orallo, María José Ramírez-Quintana:
A computational analysis of general intelligence tests for evaluating cognitive development. Cogn. Syst. Res. 43: 100-118 (2017) - [c50]Diego Vallejo-Huanga, Paulina Adriana Morillo Alcívar, Cèsar Ferri Ramirez:
ADoCS: Automatic Designer of Conference Schedules. EACL (Software Demonstrations) 2017: 41-44 - [c49]José Alberto Pérez-Melián, J. Alberto Conejero, Cèsar Ferri Ramirez:
Zipf's and Benford's laws in Twitter hashtags. EACL (Student Research Workshop) 2017: 84-93 - [c48]Diego Vallejo-Huanga, Paulina Morillo, César Ferri:
Semi-Supervised Clustering Algorithms for Grouping Scientific Articles. ICCS 2017: 325-334 - [c47]Daniel Silva-Palacios, César Ferri, María José Ramírez-Quintana:
Improving Performance of Multiclass Classification by Inducing Class Hierarchies. ICCS 2017: 1692-1701 - [c46]David Nieves, César Ferri, José Hernández-Orallo, Carlos Monserrat:
Low-level Event Detection System for Minimally-Invasive Surgery Training. iWOAR 2017: 5:1-5:6 - [c45]Raül Fabra-Boluda, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, M. José Ramírez-Quintana:
Modelling Machine Learning Models. PT-AI 2017: 175-186 - [i5]Fernando Martínez-Plumed, Lidia Contreras Ochando, César Ferri, Peter A. Flach, José Hernández-Orallo, Meelis Kull, Nicolas Lachiche, María José Ramírez-Quintana:
CASP-DM: Context Aware Standard Process for Data Mining. CoRR abs/1709.09003 (2017) - 2016
- [j15]José Hernández-Orallo, César Ferri, Nicolas Lachiche, Adolfo Martínez Usó, M. José Ramírez-Quintana:
Binarised regression tasks: methods and evaluation metrics. Data Min. Knowl. Discov. 30(4): 848-890 (2016) - [c44]Cèsar Ferri Ramírez:
Identifying the Sport Activity of GPS Tracks. ICCS 2016: 301-312 - [c43]Lidia Contreras Ochando, César Ferri:
Wind-sensitive Interpolation of Urban Air Pollution Forecasts. ICCS 2016: 313-323 - [c42]Lidia Contreras Ochando, César Ferri:
airVLC: An Application for Visualizing Wind-Sensitive Interpolation of Urban Air Pollution Forecasts. ICDM Workshops 2016: 1296-1299 - [c41]Fernando Martínez-Plumed, César Ferri, Lidia Contreras Ochando:
Cycling Network Projects: A Decision-Making Aid Approach. SoGood@ECML-PKDD 2016 - 2015
- [j14]Fernando Martínez-Plumed, César Ferri, José Hernández-Orallo, María José Ramírez:
Knowledge acquisition with forgetting: an incremental and developmental setting. Adapt. Behav. 23(5): 283-299 (2015) - [j13]Cèsar Ferri Ramirez, Peter A. Flach, Nicolas Lachiche:
Report of the First International Workshop on Learning over Multiple Contexts (LMCE 2014). SIGKDD Explor. 17(1): 48-50 (2015) - [c40]Lidia Contreras Ochando, Cristina I. Font Julián, Francisco Contreras Ochando, Cèsar Ferri Ramirez:
Airvlc: An Application for Real-Time Forecasting Urban Air Pollution. MUD@ICML 2015: 72-79 - [i4]Fernando Martínez-Plumed, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Forgetting and consolidation for incremental and cumulative knowledge acquisition systems. CoRR abs/1502.05615 (2015) - 2014
- [j12]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Bridging the Gap between Distance and Generalization. Comput. Intell. 30(3): 473-513 (2014) - [j11]Antonio Bella, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Aggregative quantification for regression. Data Min. Knowl. Discov. 28(2): 475-518 (2014) - [c39]Fernando Martínez-Plumed, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
A Knowledge Growth and Consolidation Framework for Lifelong Machine Learning Systems. ICMLA 2014: 111-116 - 2013
- [j10]Antonio Bella, Cèsar Ferri Ramirez, José Hernández-Orallo, M. José Ramírez-Quintana:
On the effect of calibration in classifier combination. Appl. Intell. 38(4): 566-585 (2013) - [j9]José Hernández-Orallo, Peter A. Flach, César Ferri:
ROC curves in cost space. Mach. Learn. 93(1): 71-91 (2013) - [i3]Fernando Martínez-Plumed, Cèsar Ferri Ramirez, José Hernández-Orallo, M. José Ramírez-Quintana:
On the definition of a general learning system with user-defined operators. CoRR abs/1311.4235 (2013) - 2012
- [j8]José Hernández-Orallo, Peter A. Flach, César Ferri:
A unified view of performance metrics: translating threshold choice into expected classification loss. J. Mach. Learn. Res. 13: 2813-2869 (2012) - [c38]Fernando Martínez-Plumed, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Learning with Configurable Operators and RL-Based Heuristics. NFMCP 2012: 1-16 - 2011
- [j7]Antonio Bella, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Using negotiable features for prescription problems. Computing 91(2): 135-168 (2011) - [c37]Jorge A. Bedoya-Puerta, José Hernández-Orallo, Cèsar Ferri, María José Ramírez-Quintana:
Applying distances between terms to both flat and hierarchical data. AAIP 2011: 1-16 - [c36]José Hernández-Orallo, Peter A. Flach, Cèsar Ferri Ramirez:
Brier Curves: a New Cost-Based Visualisation of Classifier Performance. ICML 2011: 585-592 - [c35]Peter A. Flach, José Hernández-Orallo, Cèsar Ferri Ramirez:
A Coherent Interpretation of AUC as a Measure of Aggregated Classification Performance. ICML 2011: 657-664 - [i2]José Hernández-Orallo, Peter A. Flach, Cèsar Ferri Ramirez:
Technical Note: Towards ROC Curves in Cost Space. CoRR abs/1107.5930 (2011) - [i1]José Hernández-Orallo, Peter A. Flach, César Ferri:
Threshold Choice Methods: the Missing Link. CoRR abs/1112.2640 (2011) - 2010
- [c34]Fernando Martínez-Plumed, Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Newton Trees. Australasian Conference on Artificial Intelligence 2010: 174-183 - [c33]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
An Integrated Distance for Atoms. FLOPS 2010: 150-164 - [c32]Antonio Bella, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Quantification via Probability Estimators. ICDM 2010: 737-742 - [c31]Antonio Bella, Cèsar Ferri Ramirez, José Hernández-Orallo, M. José Ramírez-Quintana:
Data Mining Strategies for CRM Negotiation Prescription Problems. IEA/AIE (1) 2010: 520-530
2000 – 2009
- 2009
- [j6]César Ferri, José Hernández-Orallo, R. Modroiu:
An experimental comparison of performance measures for classification. Pattern Recognit. Lett. 30(1): 27-38 (2009) - [c30]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Generalisation Operators for Lists Embedded in a Metric Space. AAIP 2009: 117-139 - [c29]Antonio Bella, César Ferri, José Hernández-Orallo, María José Ramírez-Quintana:
Negotiation with Price-dependent Probability Models. WAT 2009: 9-20 - [c28]Antonio Bella, Cèsar Ferri Ramirez, José Hernández-Orallo, M. José Ramírez-Quintana:
Similarity-Binning Averaging: A Generalisation of Binning Calibration. IDEAL 2009: 341-349 - [c27]Ana Funes, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
An Instantiation of Hierarchical Distance-Based Conceptual Clustering for Propositional Learning. PAKDD 2009: 637-646 - 2008
- [c26]Ana Maria Funes, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Hierarchical Distance-Based Conceptual Clustering. ECML/PKDD (1) 2008: 349-364 - 2007
- [c25]Shaomin Wu, Peter A. Flach, Cèsar Ferri Ramirez:
An Improved Model Selection Heuristic for AUC. ECML 2007: 478-489 - [c24]Antonio Bella, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Joint Cutoff Probabilistic Estimation Using Simulation: A Mailing Campaign Application. IDEAL 2007: 609-619 - 2006
- [j5]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Similarity Functions for Structured Data. An Application to Decision Trees. Inteligencia Artif. 10(29): 109-121 (2006) - [c23]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Minimal Distance-Based Generalisation Operators for First-Order Objects. ILP 2006: 169-183 - 2005
- [c22]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Distance Based Generalisation. ILP 2005: 87-102 - [c21]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Web Categorisation Using Distance-Based Decision Trees. WWV 2005: 77-82 - [c20]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Web Categorisation Using Distance-Based Decision Trees. WWV 2005: 35-40 - 2004
- [j4]Cèsar Ferri Ramirez:
Multi-paradigm learning of declarative models. AI Commun. 17(2): 95-97 (2004) - [j3]José Hernández-Orallo, César Ferri, Nicolas Lachiche, Peter A. Flach:
The 1st workshop on ROC analysis in artificial intelligence (ROCAI-2004). SIGKDD Explor. 6(2): 159-161 (2004) - [c19]César Ferri, Peter A. Flach, José Hernández-Orallo:
Delegating classifiers. ICML 2004 - [c18]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Bagging Decision Multi-trees. Multiple Classifier Systems 2004: 41-51 - [c17]César Ferri, José Hernández-Orallo:
Cautious Classifiers. ROCAI 2004: 27-36 - [e1]José Hernández-Orallo, César Ferri, Nicolas Lachiche, Peter A. Flach:
ROC Analysis in Artificial Intelligence, 1st International Workshop, ROCAI-2004, Valencia, Spain, August 22, 2004. 2004 [contents] - 2003
- [c16]César Ferri, José Hernández-Orallo, Miguel A. Salido:
Volume under the ROC Surface for Multi-class Problems. ECML 2003: 108-120 - [c15]César Ferri, Peter A. Flach, José Hernández-Orallo:
Improving the AUC of Probabilistic Estimation Trees. ECML 2003: 121-132 - [c14]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Beam Search Extraction and Forgetting Strategies on Shared Ensembles. Multiple Classifier Systems 2003: 206-216 - [c13]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Simple Mimetic Classifiers. MLDM 2003: 156-171 - [c12]Demis Ballis, Moreno Falaschi, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Cost-sensitive diagnosis of declarative programs. WFLP 2003: 85-104 - 2002
- [c11]César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
From Ensemble Methods to Comprehensible Models. Discovery Science 2002: 165-177 - [c10]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Shared Ensemble Learning Using Multi-trees. IBERAMIA 2002: 204-213 - [c9]César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Induction of Decision Multi-trees Using Levin Search. International Conference on Computational Science (1) 2002: 166-175 - [c8]César Ferri, Peter A. Flach, José Hernández-Orallo:
Learning Decision Trees Using the Area Under the ROC Curve. ICML 2002: 139-146 - [c7]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
SMILES: A Multi-purpose Learning System. JELIA 2002: 529-532 - 2001
- [c6]Cèsar Ferri Ramírez, José Hernández-Orallo, María José Ramírez-Quintana:
AND/OR trees for the learning of functional logic programs. APPIA-GULP-PRODE 2001: 329-341 - [c5]César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Incremental Learning of Functional Logic Programs. FLOPS 2001: 233-247 - 2000
- [j2]César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Aprendizaje Automatico de Programas Logico-Funcionales. Inteligencia Artif. 4(11): 27-38 (2000) - [c4]Elvira Albert, César Ferri, Frank Steiner, Germán Vidal:
Improving Functional Logic Programs by Difference-Lists. ASIAN 2000: 237-254 - [c3]Cèsar Ferri Ramirez, José Hernández-Orallo, M. José Ramírez-Quintana:
Universal Learning of Classes from Sparse and Non-uniform Evidence. ILP Work-in-progress reports 2000 - [c2]Elvira Albert, César Ferri, Frank Steiner, Germán Vidal:
List-Processing Optimizations in a Multi-Paradigm Declarative Language. WFLP 2000: 184-194 - [c1]César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Learning functional logic classification concepts from databases. WFLP 2000: 296-308
1990 – 1999
- 1999
- [j1]María Alpuente, Moreno Falaschi, César Ferri, Ginés Moreno, Germán Vidal:
Un Sistema de Transformación para Programas Multiparadigma. Inteligencia Artif. 3(8): 27-35 (1999)
Coauthor Index
[j27] [i11] [i10] [j26] [j24] [c63] [i9] [c61] [c60] [p1] [i8] [j23] [j22] [j21] [c59] [c58] [j20] [c57] [j19] [j18] [c56] [c55] [c54] [i7] [c53] [i6] [j16] [c46] [c45] [i5] [j15] [j14] [i4] [j12] [j11] [c39] [j10] [j9] [i3] [j8] [c38] [j7] [c37] [c36] [c35] [i2] [i1] [c34] [c33] [c32] [c31] [j6] [c30] [c29] [c28] [c27] [c26] [c24] [j5] [c23] [c22] [c21] [c20] [j3] [c19] [c18] [c17] [e1] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [j2] [c3] [c1]
[j28] [i10] [j26] [j24] [c62] [i8] [j21] [j20] [c57] [c55] [c54] [j17] [c53] [c52] [i6] [j16] [c47] [c45] [i5] [j15] [j14] [i4] [j12] [j11] [c39] [j10] [i3] [c38] [j7] [c37] [c34] [c33] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [c24] [j5] [c23] [c22] [c21] [c20] [c18] [c14] [c13] [c12] [c11] [c10] [c9] [c7] [c6] [c5] [j2] [c3] [c1]
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