Finale Doshi-Velez
Harvard University
H-index: 52
North America-United States
Top articles of Finale Doshi-Velez
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
AI Procurement Checklists: Revisiting Implementation in the Age of AI Governance | arXiv preprint arXiv:2404.14660 | Tom Zick Mason Kortz David Eaves Finale Doshi-Velez | 2024/4/23 |
Semi-parametric Expert Bayesian Network Learning with Gaussian Processes and Horseshoe Priors | arXiv preprint arXiv:2401.16419 | Yidou Weng Finale Doshi-Velez | 2024/1/29 |
Accuracy-Time Tradeoffs in AI-Assisted Decision Making under Time Pressure | Siddharth Swaroop Zana Buçinca Krzysztof Z. Gajos Finale Doshi-Velez | 2024/2/11 | |
Reinforcement Learning Interventions on Boundedly Rational Human Agents in Frictionful Tasks | arXiv preprint arXiv:2401.14923 | Eura Nofshin Siddharth Swaroop Weiwei Pan Susan Murphy Finale Doshi-Velez | 2024/1/26 |
Towards Model-Agnostic Posterior Approximation for Fast and Accurate Variational Autoencoders | arXiv preprint arXiv:2403.08941 | Yaniv Yacoby Weiwei Pan Finale Doshi-Velez | 2024/3/13 |
Monitoring Fidelity of Online Reinforcement Learning Algorithms in Clinical Trials | arXiv preprint arXiv:2402.17003 | Anna L Trella Kelly W Zhang Inbal Nahum-Shani Vivek Shetty Iris Yan | 2024/2/26 |
Guarantee Regions for Local Explanations | arXiv preprint arXiv:2402.12737 | Marton Havasi Sonali Parbhoo Finale Doshi-Velez | 2024/2/20 |
Identifying data-driven subtypes of major depressive disorder with electronic health records | Journal of Affective Disorders | Abhishek Sharma Pilar F Verhaak Thomas H McCoy Roy H Perlis Finale Doshi-Velez | 2024/7/1 |
Non-Stationary Latent Auto-Regressive Bandits | arXiv preprint arXiv:2402.03110 | Anna L Trella Walter Dempsey Finale Doshi-Velez Susan A Murphy | 2024/2/5 |
Discovering User Types: Mapping User Traits by Task-Specific Behaviors in Reinforcement Learning | arXiv preprint arXiv:2307.08169 | Lars L Ankile Brian S Ham Kevin Mao Eura Shin Siddharth Swaroop | 2023/7/16 |
Towards Regulatable AI Systems: Technical Gaps and Policy Opportunities | arXiv preprint arXiv:2306.12609 | Xudong Shen Hannah Brown Jiashu Tao Martin Strobel Yao Tong | 2023/6/22 |
Travel-time prediction using neural-network-based mixture models | Procedia Computer Science | Abhishek Sharma Jing Zhang Daniel Nikovski Finale Doshi-Velez | 2023/1/1 |
Bayesian Inverse Transition Learning for Offline Settings | arXiv preprint arXiv:2308.05075 | Leo Benac Sonali Parbhoo Finale Doshi-Velez | 2023/8/9 |
Discovering User Types: Characterization of User Traits by Task-Specific Behaviors in Reinforcement Learning | Lars Lien Ankile Brian Ham Kevin Mao Eura Shin Siddharth Swaroop | 2023/6/20 | |
On the Effective Horizon of Inverse Reinforcement Learning | arXiv preprint arXiv:2307.06541 | Yiqing Xu Finale Doshi-Velez David Hsu | 2023/7/13 |
Why do universal adversarial attacks work on large language models?: Geometry might be the answer | Varshini Subhash Anna Bialas Weiwei Pan Finale Doshi-Velez | 2023/8/7 | |
Online model selection by learning how compositional kernels evolve | Transactions on Machine Learning Research | Eura Shin Predrag Klasnja Susan Murphy Finale Doshi-Velez | 2023/6/12 |
The unintended consequences of discount regularization: Improving regularization in certainty equivalence reinforcement learning | Sarah Rathnam Sonali Parbhoo Weiwei Pan Susan Murphy Finale Doshi-Velez | 2023/7/3 | |
Toward Computationally Efficient Inverse Reinforcement Learning via Reward Shaping | arXiv preprint arXiv:2312.09983 | Lauren H Cooke Harvey Klyne Edwin Zhang Cassidy Laidlaw Milind Tambe | 2023/12/15 |
Adaptive interventions for both accuracy and time in AI-assisted human decision making | arXiv preprint arXiv:2306.07458 | Siddharth Swaroop Zana Buçinca Finale Doshi-Velez | 2023/6/12 |
