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 | 401 | 2018 |
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 | 28 | 2020 |
Allegheny family screening tool: Methodology, version 2 R Vaithianathan, E Kulick, E Putnam-Hornstein, D Benavides-Prado Center for Social Data Analytics (2019), 1-22, 2019 | 16 | 2019 |
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 | 15 | 2022 |
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 | 13 | 2021 |
Towards knowledgeable supervised lifelong learning systems D Benavides-Prado, YS Koh, P Riddle Journal of Artificial Intelligence Research 68, 159-224, 2020 | 11 | 2020 |
AccGenSVM: Selectively transferring from previous hypotheses D Benavides-Prado, YS Koh, P Riddle Proc. 26th Int. Joint Conf. Artificial Intelligence, 1440-1446, 2017 | 11 | 2017 |
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 | 10 | 2019 |
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 | 8 | 2022 |
A Theory for Knowledge Transfer in Continual Learning D Benavides-Prado, P Riddle Conference on Lifelong Learning Agents, 647-660, 2022 | 7 | 2022 |
Implementing the Hello Baby Prevention Program in Allegheny County R Vaithianathan, D Benavides-Prado, E Putnam-Hornstein Centre for Social Data Analytics, 2020 | 7 | 2020 |
Measuring Cumulative Gain of Knowledgeable Lifelong Learners D Benavides-Prado, YS Koh, P Riddle 2018 NeurIPS Continual Learning Workshop, 2018 | 6 | 2018 |
Allegheny family screening tool: Methodology R Vaithianathan, E Kulick, E Putnam-Hornstein, D Benavides-Prado version 2. Technical Report. Center for Social Data Analytics. https://www …, 2019 | 5 | 2019 |
Proceedings of the 1st Conference on Fairness, Accountability and Transparency A Chouldechova, D Benavides-Prado, O Fialko, R Vaithianathan, ... | 5 | 2018 |
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 | 3 | 2021 |
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 | 2 | 2022 |
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 | 2 | 2021 |
Generalised controller design using continual learning D Benavides-Prado, C Wanigasekara, A Swain Artificial Neural Networks and Machine Learning–ICANN 2021: 30th …, 2021 | 2 | 2021 |
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 | 2 | 2020 |
Beyond Catastrophic Forgetting in Continual Learning: An Attempt with SVM D Benavides-Prado 2020 ICML Workshop on Continual Learning, 2020 | 2 | 2020 |