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Yonatan Mintz
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2020 – today
- 2024
- [j5]Eric Pulick, Vladimir Menkov, Yonatan Mintz, Paul B. Kantor, Vicki M. Bier:
Comparing Reinforcement Learning and Human Learning With the Game of Hidden Rules. IEEE Access 12: 65362-65372 (2024) - [i13]Vrishabh Patil, Kara Hoppe, Yonatan Mintz:
Applications of 0-1 Neural Networks in Prescription and Prediction. CoRR abs/2402.18851 (2024) - 2023
- [j4]Yonatan Mintz, Anil Aswani, Philip M. Kaminsky, Elena Flowers, Yoshimi Fukuoka:
Behavioral analytics for myopic agents. Eur. J. Oper. Res. 310(2): 793-811 (2023) - [i12]Qinyang He, Yonatan Mintz:
Model Based Reinforcement Learning for Personalized Heparin Dosing. CoRR abs/2304.10000 (2023) - [i11]Katherine B. Adams, Justin J. Boutilier, Sarang Deo, Yonatan Mintz:
Planning a Community Approach to Diabetes Care in Low- and Middle-Income Countries Using Optimization. CoRR abs/2305.06426 (2023) - [i10]Eric Pulick, Vladimir Menkov, Yonatan Mintz, Paul B. Kantor, Vicki M. Bier:
Comparing Reinforcement Learning and Human Learning using the Game of Hidden Rules. CoRR abs/2306.17766 (2023) - [i9]Qiaomei Li, Kara L. Gavin, Corrine I. Voils, Yonatan Mintz:
An Adaptive Optimization Approach to Personalized Financial Incentives in Mobile Behavioral Weight Loss Interventions. CoRR abs/2307.00444 (2023) - 2022
- [c10]Qiaomei Li, Rachel Cummings, Yonatan Mintz:
Optimal Local Explainer Aggregation for Interpretable Prediction. AAAI 2022: 12000-12007 - [i8]Vrishabh Patil, Yonatan Mintz:
A Mixed Integer Programming Approach to Training Dense Neural Networks. CoRR abs/2201.00723 (2022) - [i7]Eric Pulick, Shubham Bharti, Yiding Chen, Vladimir Menkov, Yonatan Mintz, Paul B. Kantor, Vicki M. Bier:
The Game of Hidden Rules: A New Kind of Benchmark Challenge for Machine Learning. CoRR abs/2207.10218 (2022) - 2021
- [j3]Roel Dobbe, Thomas Krendl Gilbert, Yonatan Mintz:
Hard choices in artificial intelligence. Artif. Intell. 300: 103555 (2021) - [i6]Roel Dobbe, Thomas Krendl Gilbert, Yonatan Mintz:
Hard Choices in Artificial Intelligence. CoRR abs/2106.11022 (2021) - 2020
- [j2]Yonatan Mintz, Anil Aswani, Philip M. Kaminsky, Elena Flowers, Yoshimi Fukuoka:
Nonstationary Bandits with Habituation and Recovery Dynamics. Oper. Res. 68(5): 1493-1516 (2020) - [c9]Roel Dobbe, Thomas Krendl Gilbert, Yonatan Mintz:
Hard Choices in Artificial Intelligence: Addressing Normative Uncertainty through Sociotechnical Commitments. AIES 2020: 242 - [c8]Matt Olfat, Yonatan Mintz:
Flexible Regularization Approaches for Fairness in Deep Learning. CDC 2020: 3389-3394 - [i5]Qiaomei Li, Rachel Cummings, Yonatan Mintz:
Locally Interpretable Predictions of Parkinson's Disease Progression. CoRR abs/2003.09466 (2020)
2010 – 2019
- 2019
- [j1]Anil Aswani, Philip M. Kaminsky, Yonatan Mintz, Elena Flowers, Yoshimi Fukuoka:
Behavioral modeling in weight loss interventions. Eur. J. Oper. Res. 272(3): 1058-1072 (2019) - [c7]Thomas Krendl Gilbert, Yonatan Mintz:
Epistemic Therapy for Bias in Automated Decision-Making. AIES 2019: 61-67 - [i4]Roel Dobbe, Thomas Krendl Gilbert, Yonatan Mintz:
Hard Choices in Artificial Intelligence: Addressing Normative Uncertainty through Sociotechnical Commitments. CoRR abs/1911.09005 (2019) - 2018
- [b1]Yonatan Mintz:
Precision Analytics: Learning and Optimization in the Personalized Setting. University of California, Berkeley, USA, 2018 - [c6]Yonatan Mintz, John Audie Cabrera, Jhoanna Rhodette Pedrasa, Anil Aswani:
Control Synthesis for Bilevel Linear Model Predictive Control. ACC 2018: 2338-2343 - [c5]John Audie Cabrera, Yonatan Mintz, Jhoanna Rhodette Pedrasa, Anil Aswani:
Designing Real-Time Prices to Reduce Load Variability with HVAC. ACC 2018: 6170-6175 - [c4]Christian Rabbi Garaza, Pedro Hespanhol, Yonatan Mintz, Jhoanna Rhodette Pedrasa, Anil Aswani:
Impact of Occupancy Modeling and Horizon Length on HVAC Controller Efficiency. ECC 2018: 1-7 - [c3]Mo Zhou, Yonatan Mintz, Yoshimi Fukuoka, Ken Goldberg, Elena Flowers, Philip M. Kaminsky, Alejandro Castillejo, Anil Aswani:
Personalizing Mobile Fitness Apps using Reinforcement Learning. IUI Workshops 2018 - 2017
- [c2]Yonatan Mintz, Anil Aswani:
Polynomial-time approximation for nonconvex optimization problems with an L1-constraint. CDC 2017: 682-687 - [c1]Yonatan Mintz, Zuo-Jun Max Shen, Anil Aswani:
Local water storage control for the developing world. CDC 2017: 5074-5079 - [i3]Yonatan Mintz, Zuo-Jun Max Shen, Anil Aswani:
Local Water Storage Control for the Developing World. CoRR abs/1703.07528 (2017) - [i2]Yonatan Mintz, Anil Aswani, Philip M. Kaminsky, Elena Flowers, Yoshimi Fukuoka:
Non-Stationary Bandits with Habituation and Recovery Dynamics. CoRR abs/1707.08423 (2017) - [i1]John Audie Cabrera, Yonatan Mintz, Jhoanna Rhodette Pedrasa, Anil Aswani:
Designing Real-Time Prices to Reduce Load Variability with HVAC. CoRR abs/1709.10485 (2017)
Coauthor Index
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