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Yonatan Mintz
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Evaluating machine learning–based automated personalized daily step goals delivered through a mobile phone app: Randomized controlled trial
M Zhou, Y Fukuoka, Y Mintz, K Goldberg, P Kaminsky, E Flowers, ...
JMIR mHealth and uHealth 6 (1), e9117, 2018
992018
Personalizing mobile fitness apps using reinforcement learning
M Zhou, Y Mintz, Y Fukuoka, K Goldberg, E Flowers, P Kaminsky, ...
CEUR workshop proceedings 2068, 2018
682018
Nonstationary bandits with habituation and recovery dynamics
Y Mintz, A Aswani, P Kaminsky, E Flowers, Y Fukuoka
Operations Research 68 (5), 1493-1516, 2020
652020
Hard choices in artificial intelligence
R Dobbe, TK Gilbert, Y Mintz
Artificial Intelligence 300, 103555, 2021
532021
Behavioral modeling in weight loss interventions
A Aswani, P Kaminsky, Y Mintz, E Flowers, Y Fukuoka
European journal of operational research 272 (3), 1058-1072, 2019
442019
Applying natural language processing to understand motivational profiles for maintaining physical activity after a mobile app and accelerometer-based intervention: the mPED …
Y Fukuoka, TG Lindgren, YD Mintz, J Hooper, A Aswani
JMIR mHealth and uHealth 6 (6), e10042, 2018
332018
Behavioral analytics for myopic agents
Y Mintz, A Aswani, P Kaminsky, E Flowers, Y Fukuoka
arXiv preprint arXiv:1702.05496, 2017
27*2017
Hard choices in artificial intelligence: Addressing normative uncertainty through sociotechnical commitments
R Dobbe, TK Gilbert, Y Mintz
arXiv preprint arXiv:1911.09005, 2019
152019
Epistemic therapy for bias in automated decision-making
TK Gilbert, Y Mintz
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 61-67, 2019
142019
Optimal local explainer aggregation for interpretable prediction
Q Li, R Cummings, Y Mintz
Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 12000 …, 2022
62022
Control synthesis for bilevel linear model predictive control
Y Mintz, JA Cabrera, JR Pedrasa, A Aswani
2018 Annual American Control Conference (ACC), 2338-2343, 2018
62018
Impact of occupancy modeling and horizon length on hvac controller efficiency
CR Garaza, P Hespanhol, Y Mintz, JR Pedrasa, A Aswani
2018 European Control Conference (ECC), 1-7, 2018
42018
Local water storage control for the developing world
Y Mintz, ZJM Shen, A Aswani
2017 IEEE 56th Annual Conference on Decision and Control (CDC), 5074-5079, 2017
42017
Polynomial-time approximation for nonconvex optimization problems with an L1-constraint
Y Mintz, A Aswani
2017 IEEE 56th Annual Conference on Decision and Control (CDC), 682-687, 2017
32017
Model based reinforcement learning for personalized heparin dosing
Q He, Y Mintz
arXiv preprint arXiv:2304.10000, 2023
22023
Optimal Policy for Inventory Management with Periodic and Controlled Resets
Y Lee, Y Mintz, A Aswani, ZJM Shen, C Yang
arXiv preprint arXiv:2209.03571, 2022
22022
Flexible regularization approaches for fairness in deep learning
M Olfat, Y Mintz
2020 59th IEEE Conference on Decision and Control (CDC), 3389-3394, 2020
22020
Designing Real-Time Prices to Reduce Load Variability with HVAC
JA Cabrera, Y Mintz, JR Pedrasa, A Aswani
2018 Annual American Control Conference (ACC), 6170-6175, 2018
22018
An adaptive optimization approach to personalized financial incentives in mobile behavioral weight loss interventions
Q Li, Y Mintz, K Gavin, C Voils
arXiv preprint arXiv:2307.00444, 2023
12023
Planning a Community Approach to Diabetes Care in Low-and Middle-Income Countries Using Optimization
KB Adams, JJ Boutilier, S Deo, Y Mintz
arXiv preprint arXiv:2305.06426, 2023
12023
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Articles 1–20