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Publication search results
found 289 matches
- 2022
- Benjamin Cramer
, Sebastian Billaudelle, Simeon Kanya, Aron Leibfried, Andreas Grübl
, Vitali Karasenko, Christian Pehle, Korbinian Schreiber, Yannik Stradmann
, Johannes Weis
, Johannes Schemmel, Friedemann Zenke
:
Surrogate gradients for analog neuromorphic computing. Proc. Natl. Acad. Sci. USA 119(4): e2109194119 (2022) - Ferenc Huszár
, Sofia Ira Ktena, Conor O'Brien
, Luca Belli
, Andrew Schlaikjer
, Moritz Hardt:
Algorithmic amplification of politics on Twitter. Proc. Natl. Acad. Sci. USA 119(1): e2025334119 (2022) - Daniel J. Rosenkrantz, Anil Vullikanti
, S. S. Ravi, Richard Edwin Stearns, Simon A. Levin
, H. Vincent Poor
, Madhav V. Marathe
:
Fundamental limitations on efficiently forecasting certain epidemic measures in network models. Proc. Natl. Acad. Sci. USA 119(4): e2109228119 (2022) - 2021
- Johan Bollen
, Marijn ten Thij
, Fritz Breithaupt
, Alexander T. J. Barron
, Lauren A. Rutter, Lorenzo Lorenzo-Luaces
, Marten Scheffer:
Historical language records reveal a surge of cognitive distortions in recent decades. Proc. Natl. Acad. Sci. USA 118(30): e2102061118 (2021) - Johan Bollen
, Marijn ten Thij
, Fritz Breithaupt
, Alexander T. J. Barron
, Lauren A. Rutter, Lorenzo Lorenzo-Luaces
, Marten Scheffer:
Reply to Schmidt et al.: A robust surge of cognitive distortions in historical language. Proc. Natl. Acad. Sci. USA 118(45): e2115842118 (2021) - Matteo Cinelli
, Gianmarco De Francisci Morales
, Alessandro Galeazzi
, Walter Quattrociocchi
, Michele Starnini
:
The echo chamber effect on social media. Proc. Natl. Acad. Sci. USA 118(9): e2023301118 (2021) - Yu Feng
, Yuhai Tu
:
The inverse variance-flatness relation in stochastic gradient descent is critical for finding flat minima. Proc. Natl. Acad. Sci. USA 118(9): e2015617118 (2021) - Sam Gelman
, Sarah A. Fahlberg, Pete Heinzelman
, Philip A. Romero
, Anthony Gitter
:
Neural networks to learn protein sequence-function relationships from deep mutational scanning data. Proc. Natl. Acad. Sci. USA 118(48): e2104878118 (2021) - Sandra González-Bailón
, Manlio De Domenico
:
Bots are less central than verified accounts during contentious political events. Proc. Natl. Acad. Sci. USA 118(11): e2013443118 (2021) - Nika Haghtalab, Matthew O. Jackson
, Ariel D. Procaccia:
Belief polarization in a complex world: A learning theory perspective. Proc. Natl. Acad. Sci. USA 118(19): e2010144118 (2021) - Boyeong Hong, Bartosz J. Bonczak
, Arpit Gupta, Lorna E. Thorpe
, Constantine E. Kontokosta:
Exposure density and neighborhood disparities in COVID-19 infection risk. Proc. Natl. Acad. Sci. USA 118(13): e2021258118 (2021) - Wengong Jin, Jonathan M. Stokes, Richard T. Eastman
, Zina Itkin
, Alexey V. Zakharov
, James J. Collins
, Tommi S. Jaakkola, Regina Barzilay:
Deep learning identifies synergistic drug combinations for treating COVID-19. Proc. Natl. Acad. Sci. USA 118(39): e2105070118 (2021) - Jon M. Kleinberg, Manish Raghavan
:
Algorithmic monoculture and social welfare. Proc. Natl. Acad. Sci. USA 118(22): e2018340118 (2021) - Shinjini Kundu, Beth G. Ashinsky, Mustapha Bouhrara, Erik B. Dam
, Shadpour Demehri, Mohammad Shifat-E.-Rabbi, Richard G. Spencer, Kenneth L. Urish
, Gustavo K. Rohde:
Reply to Roemer and Guermazi: Early biochemical changes on MRI can predict risk of symptomatic progression. Proc. Natl. Acad. Sci. USA 118(11): e2024679118 (2021) - Jihyeon Janel Lee
, Nina R. Brooks
, Fahim Tajwar
, Marshall Burke
, Stefano Ermon
, David B. Lobell
, Debashish Biswas
, Stephen P. Luby
:
Scalable deep learning to identify brick kilns and aid regulatory capacity. Proc. Natl. Acad. Sci. USA 118(17): e2018863118 (2021) - Sizhen Li
, He Zhang
, Liang Zhang, Kaibo Liu, Boxiang Liu
, David H. Mathews
, Liang Huang:
LinearTurboFold: Linear-time global prediction of conserved structures for RNA homologs with applications to SARS-CoV-2. Proc. Natl. Acad. Sci. USA 118(52): e2116269118 (2021) - Jin-Peng Liu
, Herman Øie Kolden
, Hari K. Krovi, Nuno F. Loureiro
, Konstantina Trivisa, Andrew M. Childs
:
Efficient quantum algorithm for dissipative nonlinear differential equations. Proc. Natl. Acad. Sci. USA 118(35): e2026805118 (2021) - Núria López
, Luigi Del Debbio
, Marc Baaden
, Matej Praprotnik
, Laura Grigori, Catarina Simões, Serge Bogaerts
, Florian Berberich
, Thomas Lippert, Janne Ignatius
, Philippe Lavocat
, Oriol Pineda
, Maria Grazia Giuffreda, Sergi Girona
, Dieter Kranzlmüller, Michael M. Resch
, Gabriella Scipione
, Thomas C. Schulthess:
Lessons learned from urgent computing in Europe: Tackling the COVID-19 pandemic. Proc. Natl. Acad. Sci. USA 118(46): e2024891118 (2021) - Lisa Lu
, Benjamin Anderson, Raymond Ha
, Alexis D'Agostino, Sarah L. Rudman, Derek Ouyang
, Daniel E. Ho
:
A language-matching model to improve equity and efficiency of COVID-19 contact tracing. Proc. Natl. Acad. Sci. USA 118(43): e2109443118 (2021) - Michael W. Macy
, Manqing Ma
, Daniel R. Tabin
, Jianxi Gao
, Boleslaw K. Szymanski
:
Polarization and tipping points. Proc. Natl. Acad. Sci. USA 118(50): e2102144118 (2021) - Joseph Masison
, Jonathan Beezley, Yu Mei, Henrique Assis Lopes Ribeiro
, Adam C. Knapp
, Luis Sordo Vieira, Bandita Adhikari, Yogesh Scindia
, Michael Grauer, Brian Helba
, William Schroeder, Borna Mehrad
, Reinhard C. Laubenbacher
:
A modular computational framework for medical digital twins. Proc. Natl. Acad. Sci. USA 118(20): e2024287118 (2021) - Chen Qiao
, Yuanhua Huang:
Representation learning of RNA velocity reveals robust cell transitions. Proc. Natl. Acad. Sci. USA 118(49): e2105859118 (2021) - Alexander Rives
, Joshua Meier, Tom Sercu
, Siddharth Goyal, Zeming Lin, Jason Liu, Demi Guo, Myle Ott, C. Lawrence Zitnick, Jerry Ma, Rob Fergus:
Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences. Proc. Natl. Acad. Sci. USA 118(15): e2016239118 (2021) - Frank W. Roemer
, Ali Guermazi
:
Biochemical cartilage changes based on MRI-defined T2 relaxation times do not equal OA detection. Proc. Natl. Acad. Sci. USA 118(11): e2023833118 (2021) - Roni Rosenfeld
, Ryan J. Tibshirani
:
Epidemic tracking and forecasting: Lessons learned from a tumultuous year. Proc. Natl. Acad. Sci. USA 118(51): e2111456118 (2021) - Fernando P. Santos
, Yphtach Lelkes
, Simon A. Levin
:
Link recommendation algorithms and dynamics of polarization in online social networks. Proc. Natl. Acad. Sci. USA 118(50): e2102141118 (2021) - Benjamin Schmidt, Steven T. Piantadosi
, Kyle Mahowald
:
Uncontrolled corpus composition drives an apparent surge in cognitive distortions. Proc. Natl. Acad. Sci. USA 118(45): e2115010118 (2021) - Steven Thomas Smith
, Edward K. Kao
, Erika D. Mackin
, Danelle C. Shah
, Olga Simek
, Donald B. Rubin:
Automatic detection of influential actors in disinformation networks. Proc. Natl. Acad. Sci. USA 118(4): e2011216118 (2021) - Robert West
, Jure Leskovec
, Christopher Potts:
Postmortem memory of public figures in news and social media. Proc. Natl. Acad. Sci. USA 118(38): e2106152118 (2021) - Chengxu Zhuang
, Siming Yan
, Aran Nayebi
, Martin Schrimpf
, Michael C. Frank
, James J. DiCarlo
, Daniel L. K. Yamins:
Unsupervised neural network models of the ventral visual stream. Proc. Natl. Acad. Sci. USA 118(3): e2014196118 (2021)
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