Yonatan Mintz

Yonatan Mintz

University of Wisconsin-Madison

H-index: 9

North America-United States

About Yonatan Mintz

Yonatan Mintz, With an exceptional h-index of 9 and a recent h-index of 9 (since 2020), a distinguished researcher at University of Wisconsin-Madison, specializes in the field of Machine Learning, Optimization, Precision Healthcare, Fairness and equity in automated decision making.

His recent articles reflect a diverse array of research interests and contributions to the field:

Comparing Reinforcement Learning and Human Learning with the Game of Hidden Rules

Non-stationary Bandits with Habituation and Recover Dynamics and Knapsack Constraints

Applications of 0-1 Neural Networks in Prescription and Prediction

An adaptive optimization approach to personalized financial incentives in mobile behavioral weight loss interventions

Planning a Community Approach to Diabetes Care in Low-and Middle-Income Countries Using Optimization

Model based reinforcement learning for personalized heparin dosing

Prediction modeling of postpartum blood pressure spikes and investigation of preventive management strategies

The Game of Hidden Rules: A New Challenge for Machine Learning

Yonatan Mintz Information

University

Position

Assistant Professor at

Citations(all)

413

Citations(since 2020)

390

Cited By

134

hIndex(all)

9

hIndex(since 2020)

9

i10Index(all)

9

i10Index(since 2020)

9

Email

University Profile Page

Google Scholar

Yonatan Mintz Skills & Research Interests

Machine Learning

Optimization

Precision Healthcare

Fairness and equity in automated decision making

Top articles of Yonatan Mintz

Comparing Reinforcement Learning and Human Learning with the Game of Hidden Rules

arXiv preprint arXiv:2306.17766

2023/6/30

Non-stationary Bandits with Habituation and Recover Dynamics and Knapsack Constraints

arXiv preprint arXiv:2403.17073

2024/3/25

Yonatan Mintz
Yonatan Mintz

H-Index: 6

Applications of 0-1 Neural Networks in Prescription and Prediction

arXiv preprint arXiv:2402.18851

2024/2/29

Yonatan Mintz
Yonatan Mintz

H-Index: 6

An adaptive optimization approach to personalized financial incentives in mobile behavioral weight loss interventions

arXiv preprint arXiv:2307.00444

2023/7/1

Yonatan Mintz
Yonatan Mintz

H-Index: 6

Planning a Community Approach to Diabetes Care in Low-and Middle-Income Countries Using Optimization

arXiv preprint arXiv:2305.06426

2023/5/10

Yonatan Mintz
Yonatan Mintz

H-Index: 6

Model based reinforcement learning for personalized heparin dosing

arXiv preprint arXiv:2304.10000

2023/4/19

Yonatan Mintz
Yonatan Mintz

H-Index: 6

Prediction modeling of postpartum blood pressure spikes and investigation of preventive management strategies

American Journal of Obstetrics & Gynecology

2023/1/1

Yonatan Mintz
Yonatan Mintz

H-Index: 6

The Game of Hidden Rules: A New Challenge for Machine Learning

2023/2/1

Optimal Policy for Inventory Management with Periodic and Controlled Resets

arXiv preprint arXiv:2209.03571

2022/9/8

Yonatan Mintz
Yonatan Mintz

H-Index: 6

Zuo-Jun Max Shen
Zuo-Jun Max Shen

H-Index: 42

The Game of Hidden Rules: A New Kind of Benchmark Challenge for Machine Learning

arXiv preprint arXiv:2207.10218

2022/7/20

Optimal local explainer aggregation for interpretable prediction

Proceedings of the AAAI Conference on Artificial Intelligence

2022/6/28

Rachel Cummings
Rachel Cummings

H-Index: 15

Yonatan Mintz
Yonatan Mintz

H-Index: 6

A mixed-integer programming approach to training dense neural networks

arXiv preprint arXiv:2201.00723

2022/1/3

Yonatan Mintz
Yonatan Mintz

H-Index: 6

Risk calculator for hypertension related postpartum readmission

American Journal of Obstetrics & Gynecology

2022/1/1

Yonatan Mintz
Yonatan Mintz

H-Index: 6

Hard choices in artificial intelligence

Artificial Intelligence

2021/11/1

Flexible regularization approaches for fairness in deep learning

2020/12/14

Yonatan Mintz
Yonatan Mintz

H-Index: 6

Nonstationary bandits with habituation and recovery dynamics

Operations Research

2020/9

Yonatan Mintz
Yonatan Mintz

H-Index: 6

Locally Interpretable Predictions of Parkinson’s Disease Progression

CoRR

2020/3/20

Rachel Cummings
Rachel Cummings

H-Index: 15

Yonatan Mintz
Yonatan Mintz

H-Index: 6

See List of Professors in Yonatan Mintz University(University of Wisconsin-Madison)

Co-Authors

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