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Diana Benavides-Prado
Diana Benavides-Prado
Lecturer/Assistant Professor in Computer Science (AI & ML), The University of Auckland
Verified email at aucklanduni.ac.nz - Homepage
Title
Cited by
Cited by
Year
A case study of algorithm-assisted decision making in child maltreatment hotline screening decisions
A Chouldechova, D Benavides-Prado, O Fialko, R Vaithianathan
Conference on Fairness, Accountability and Transparency, 134-148, 2018
3742018
Hospital injury encounters of children identified by a predictive risk model for screening child maltreatment referrals: evidence from the Allegheny Family Screening Tool
R Vaithianathan, E Putnam-Hornstein, A Chouldechova, ...
JAMA pediatrics 174 (11), e202770-e202770, 2020
242020
Allegheny family screening tool: Methodology, version 2
R Vaithianathan, E Kulick, E Putnam-Hornstein, D Benavides-Prado
Center for Social Data Analytics, 1-22, 2019
152019
AccGenSVM: Selectively transferring from previous hypotheses
D Benavides-Prado, YS Koh, P Riddle
Proc. 26th Int. Joint Conf. Artificial Intelligence, 1440-1446, 2017
112017
Using a machine learning tool to support high-stakes decisions in child protection
R Vaithianathan, D Benavides-Prado, E Dalton, A Chouldechova, ...
AI Magazine 42 (1), 53-60, 2021
102021
Towards knowledgeable supervised lifelong learning systems
D Benavides-Prado, YS Koh, P Riddle
Journal of Artificial Intelligence Research 68, 159-224, 2020
102020
Eye Gaze and Self-attention: How Humans and Transformers Attend Words in Sentences
J Bensemann, A Peng, D Benavides-Prado, Y Chen, N Tan, PM Corballis, ...
Proceedings of the Workshop on Cognitive Modeling and Computational …, 2022
92022
Implementing a child welfare decision aide in Douglas County: Methodology report
R Vaithianathan, H Dinh, A Kalisher, C Kithulgoda, E Kulick, M Mayur, ...
Centre for Social Data Analytics, Auckland, 2019
92019
Implementing the Hello Baby Prevention Program in Allegheny County
R Vaithianathan, D Benavides-Prado, E Putnam-Hornstein
Centre for Social Data Analytics. Auckland, New Zealand, 2020
62020
Measuring Cumulative Gain of Knowledgeable Lifelong Learners
D Benavides-Prado, YS Koh, P Riddle
2018 NeurIPS Continual Learning Workshop, 2018
62018
Information Resilience: the nexus of responsible and agile approaches to information use
S Sadiq, A Aryani, G Demartini, W Hua, M Indulska, A Burton-Jones, ...
The VLDB Journal, 1-26, 2022
52022
An explainability analysis of a sentiment prediction task using a transformer-based attention filter
NO Tan, J Bensemann, D Benavides-Prado, Y Chen, M Gahegan, L Lee, ...
Proceedings of the Ninth Annual Conference on Advances in Cognitive Systems, 1-7, 2021
32021
A Theory for Knowledge Transfer in Continual Learning
D Benavides-Prado, P Riddle
Conference on Lifelong Learning Agents, 647-660, 2022
22022
Generalised controller design using continual learning
D Benavides-Prado, C Wanigasekara, A Swain
Artificial Neural Networks and Machine Learning–ICANN 2021: 30th …, 2021
22021
Beyond Catastrophic Forgetting in Continual Learning: An Attempt with SVM
D Benavides-Prado
2020 ICML Workshop on Continual Learning, 2020
22020
Selective Hypothesis Transfer for Lifelong Learning
D Benavides-Prado, YS Koh, P Riddle
2019 International Joint Conference on Neural Networks (IJCNN), 2019
22019
Answering unseen questions with smaller language\\models using rationale generation and dense retrieval
T Hartill, D Benavides-Prado, M Witbrock, PJ Riddle
arXiv preprint arXiv:2308.04711, 2023
12023
SNVformer: An Attention-based Deep Neural Network for GWAS Data
K Elmes, D Benavides-Prado, NÖ Tan, TB Nguyen, N Sumpter, M Leask, ...
bioRxiv, 2022.07. 07.499217, 2022
12022
Continual Correction of Errors Using Smart Memory Replay
C Cory, D Benavides-Prado, YS Koh
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
12021
Hospital Injury Encounters of Children Identified by a Predictive Risk Model for Screening Child Maltreatment Referrals: Evidence From the Allegheny Family Screening Tool (vol …
R Vaithianathan, E Putnam-Hornstein, A Chouldechova, ...
JAMA PEDIATRICS, 2020
12020
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