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ORCIDDiana Benavides-Prado
Person information
- affiliation: University of Auckland, New Zealand
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Journal Articles
- 2022
[j3]Shazia Sadiq
, Amir Aryani, Gianluca Demartini, Wen Hua, Marta Indulska, Andrew Burton-Jones, Hassan Khosravi, Diana Benavides Prado, Timos Sellis, Ida Asadi Someh, Rhema Vaithianathan, Sen Wang, Xiaofang Zhou:
Information Resilience: the nexus of responsible and agile approaches to information use. VLDB J. 31(5): 1059-1084 (2022)- 2021
- [j2]Rhema Vaithianathan, Diana Benavides Prado, Eric E. Dalton, Alexandra Chouldechova, Emily Putnam-Hornstein:
Using a Machine Learning Tool to Support High-Stakes Decisions in Child Protection. AI Mag. 42(1): 53-60 (2021) - 2020
- [j1]Diana Benavides Prado, Yun Sing Koh, Patricia Riddle:
Towards Knowledgeable Supervised Lifelong Learning Systems. J. Artif. Intell. Res. 68: 159-224 (2020)
Conference and Workshop Papers
- 2023
- [c11]Kobe Knowles, Joshua Bensemann, Diana Benavides Prado, Vithya Yogarajan, Michael Witbrock, Gillian Dobbie, Yang Chen:
Neuromodulation Gated Transformer. Tiny Papers @ ICLR 2023 - 2022
- [c10]Diana Benavides Prado, Patricia Riddle:
A Theory for Knowledge Transfer in Continual Learning. CoLLAs 2022: 647-660 - 2021
- [c9]Diana Benavides Prado, Chathura Wanigasekara, Akshya Swain:
Generalised Controller Design Using Continual Learning. ICANN (2) 2021: 397-408 - [c8]Callum Cory, Diana Benavides Prado, Yun Sing Koh:
Continual Correction of Errors Using Smart Memory Replay. IJCNN 2021: 1-8 - 2019
- [c7]Diana Benavides Prado:
An SVM-Based Framework for Long-Term Learning Systems. AAAI 2019: 9915-9916 - [c6]Diana Benavides Prado, Yun Sing Koh, Patricia Riddle:
Selective Hypothesis Transfer for Lifelong Learning. IJCNN 2019: 1-10 - 2018
- [c5]Alexandra Chouldechova, Diana Benavides Prado, Oleksandr Fialko, Rhema Vaithianathan:
A case study of algorithm-assisted decision making in child maltreatment hotline screening decisions. FAT 2018: 134-148 - 2017
- [c4]Diana Benavides Prado, Yun Sing Koh, Patricia Riddle:
AccGenSVM: Selectively Transferring from Previous Hypotheses. IJCAI 2017: 1440-1446 - [c3]Diana Benavides Prado:
A Framework for Long-Term Learning Systems. IJCAI 2017: 5167-5168 - 2015
- [c2]Diana Benavides Prado:
MOGACAR: A Method for Filtering Interesting Classification Association Rules. MLDM 2015: 172-183 - 2013
- [c1]Diana Benavides Prado, María Villamil Giraldo:
KDBuss Framework: Knowledge Discovery with Association Rules in the Business Context. MLDM Posters 2013: 59-72
Editorship
- 2024
- [e1]Diana Benavides-Prado, Sarah M. Erfani, Philippe Fournier-Viger, Yee Ling Boo, Yun Sing Koh:
Data Science and Machine Learning - 21st Australasian Conference, AusDM 2023, Auckland, New Zealand, December 11-13, 2023, Proceedings. Communications in Computer and Information Science 1943, Springer 2024, ISBN 978-981-99-8695-8 [contents]
Informal and Other Publications
- 2023
- [i3]Kobe Knowles, Joshua Bensemann, Diana Benavides-Prado, Vithya Yogarajan, Michael Witbrock, Gillian Dobbie, Yang Chen:
Neuromodulation Gated Transformer. CoRR abs/2305.03232 (2023) - [i2]Tim Hartill, Diana Benavides-Prado, Michael Witbrock, Patricia J. Riddle:
Answering Unseen Questions With Smaller Language Models Using Rationale Generation and Dense Retrieval. CoRR abs/2308.04711 (2023) - 2022
- [i1]Diana Benavides Prado, Patricia Riddle:
A Theory for Knowledge Transfer in Continual Learning. CoRR abs/2208.06931 (2022)
Coauthor Index
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