Finale Doshi-Velez

Computer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 20 papers. Top paper: “Ethical and regulatory challenges of large language models in medicine”.

Ethical and regulatory challenges of large language models in medicine

The Lancet Digital Health(2024)10.1016/s2589-7500(24)00061-x

N/A

0.832DataRank · unranked

255 citations

Shelley Yin-Hsi Chang, Wasswa William, Atul Janardhan Butte, Richard H. Scheuermann, Lita Sui Tjien Chew +7 more

Medical Ethics of Large Language Models in Medicine

NEJM AI(2024)10.1056/aira2400038

N/A

0.546DataRank · unranked

37 citations

Shelley Yin-Hsi Chang, Wasswa William, Atul Janardhan Butte, Richard H. Scheuermann, Lita Sui Tjien Chew +6 more

Identifying data-driven subtypes of major depressive disorder with electronic health records

Journal of Affective Disorders(2024)10.1016/j.jad.2024.03.162

N/A

0.104DataRank · unranked

1 citations

Pilar Verhaak, Thomas H. McCoy, Roy H. Perlis, Finale Doshi-Velez, Abhishek Sharma

Interactive Cohort Analysis and Hypothesis Discovery by Exploring Temporal Patterns in Population-Level Health Records

(2021)10.1109/vahc53616.2021.00007

N/A

0DataRank · unranked

5 citations

Thomas H. McCoy, Roy H. Perlis, Finale Doshi-Velez, Elena L. Glassman, Tianyi Zhang

Evaluating the Interpretability of Generative Models by Interactive Reconstruction

arXiv (Cornell University)(2021)10.1145/3411764.3445296

N/A

0DataRank · unranked

0 citations

Nina Chen, Elisa Zhao Hang, Elena L. Glassman, Finale Doshi-Velez, Andrew Slavin Ross

Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-implementation Guidelines

Preprints.org(2022)10.20944/preprints202206.0028.v1

N/A

0DataRank · unranked

8 citations

Kelly Zhang, Inbal Nahum‐Shani, Vivek Shetty, Finale Doshi-Velez, Susan A. Murphy +1 more

Reward Design for an Online Reinforcement Learning Algorithm Supporting Oral Self-Care

Proceedings of the AAAI Conference on Artificial Intelligence(2023)10.1609/aaai.v37i13.26866

N/A

0DataRank · unranked

15 citations

Kelly Zhang, Inbal Nahum‐Shani, Vivek Shetty, Finale Doshi-Velez, Susan A. Murphy +1 more

Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in Healthcare

arXiv (Cornell University)(2023)10.48550/arxiv.2305.01738

N/A

0DataRank · unranked

4 citations

Maggie Makar, Michael W. Sjoding, Finale Doshi-Velez, Jenna Wiens, Shengpu Tang

Decision-Focused Model-based Reinforcement Learning for Reward Transfer

arXiv (Cornell University)(2023)10.48550/arxiv.2304.03365

N/A

0DataRank · unranked

0 citations

Sonali Parbhoo, Omer Gottesman, Finale Doshi-Velez, Abhishek Sharma

The Unintended Consequences of Discount Regularization: Improving Regularization in Certainty Equivalence Reinforcement Learning

arXiv (Cornell University)(2023)10.48550/arxiv.2306.11208

N/A

0DataRank · unranked

0 citations

Sonali Parbhoo, Weiwei Pan, Susan A. Murphy, Finale Doshi-Velez, Sarah Rathnam

Association between prescriber practices and major depression treatment outcomes

Journal of Mood and Anxiety Disorders(2024)10.1016/j.xjmad.2024.100080

N/A

0DataRank · unranked

1 citations

Abhishek Sharma, Kamber L. Hart, Pilar Verhaak, Thomas H. McCoy, Roy H. Perlis +2 more

Reinforcement Learning Interventions on Boundedly Rational Human Agents in Frictionful Tasks

PubMed(2024)10.48550/arxiv.2401.14923

N/A

0DataRank · unranked

1 citations

Siddharth Swaroop, Weiwei Pan, Susan A. Murphy, Finale Doshi-Velez, Eura Nofshin

A Deployed Online Reinforcement Learning Algorithm In An Oral Health Clinical Trial

arXiv (Cornell University)(2024)10.48550/arxiv.2409.02069

N/A

0DataRank · unranked

1 citations

Kelly Zhang, Hinal Jajal, Inbal Nahum‐Shani, Vivek Shetty, Finale Doshi-Velez +2 more

Monitoring Fidelity of Online Reinforcement Learning Algorithms in Clinical Trials

arXiv (Cornell University)(2024)10.48550/arxiv.2402.17003

N/A

0DataRank · unranked

0 citations

Kelly Zhang, Inbal Nahum‐Shani, Vivek Shetty, Iris Yan, Finale Doshi-Velez +2 more

Effective Monitoring of Online Decision-Making Algorithms in Digital Intervention Implementation

arXiv (Cornell University)(2024)10.48550/arxiv.2409.10526

N/A

0DataRank · unranked

0 citations

Susobhan Ghosh, Erin E. Bonar, Lara N. Coughlin, Finale Doshi-Velez, Yongyi Guo +8 more

Inverse Reinforcement Learning with Multiple Planning Horizons

arXiv (Cornell University)(2024)10.48550/arxiv.2409.18051

N/A

0DataRank · unranked

0 citations

Weiwei Pan, Finale Doshi-Velez, Barbara E. Engelhardt, Jiayu Yao

Directly Optimizing Explanations for Desired Properties

arXiv (Cornell University)(2024)10.48550/arxiv.2410.23880

N/A

0DataRank · unranked

0 citations

Alihan Hüyük, Weiwei Pan, Finale Doshi-Velez, Hiwot Belay Tadesse

A Deployed Online Reinforcement Learning Algorithm in an Oral Health Clinical Trial

Proceedings of the AAAI Conference on Artificial Intelligence(2025)10.1609/aaai.v39i28.35143

N/A

0DataRank · unranked

3 citations

Kelly Zhang, Hinal Jajal, Inbal Nahum‐Shani, Vivek Shetty, Finale Doshi-Velez +2 more

Ensembles of Locally Independent Prediction Models

Proceedings of the AAAI Conference on Artificial Intelligence(2020)10.1609/aaai.v34i04.6004

N/A

0DataRank · unranked

19 citations

Weiwei Pan, Leo Anthony Celi, Finale Doshi-Velez, Andrew Ross

Regional Tree Regularization for Interpretability in Deep Neural Networks

Proceedings of the AAAI Conference on Artificial Intelligence(2020)10.1609/aaai.v34i04.6112

N/A

0DataRank · unranked

33 citations

Sonali Parbhoo, Michael Hughes, Ryan Kindle, Leo Anthony Celi, Maurizio Zazzi +3 more