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Yangyi Lu
Yangyi Lu
PhD student of Statistics, University of Michigan
E-mail confirmado em umich.edu - Página inicial
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Regret Analysis of Bandit Problems with Causal Background Knowledge
Y Lu, A Meisami, A Tewari, Z Yan
Conference on Uncertainty in Artificial Intelligence (UAI) 2020, 141-150, 2019
742019
An actor-critic contextual bandit algorithm for personalized mobile health interventions
H Lei, Y Lu, A Tewari, SA Murphy
arXiv preprint arXiv:1706.09090, 2017
682017
Low-rank generalized linear bandit problems
Y Lu, A Meisami, A Tewari
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2020
572020
Causal bandits with unknown graph structure
Y Lu, A Meisami, A Tewari
Advances in Neural Information Processing Systems 34, 24817-24828, 2021
482021
How rare and common risk variation jointly affect liability for autism spectrum disorder
L Klei, LL McClain, B Mahjani, K Panayidou, S De Rubeis, ACS Grahnat, ...
Molecular autism 12, 1-13, 2021
362021
Efficient reinforcement learning with prior causal knowledge
Y Lu, A Meisami, A Tewari
Conference on Causal Learning and Reasoning, 526-541, 2022
262022
Bandit algorithms for precision medicine
Y Lu, Z Xu, A Tewari
arXiv preprint arXiv:2108.04782, 2021
182021
Causal Markov decision processes: Learning good interventions efficiently
Y Lu, A Meisami, A Tewari
arXiv preprint arXiv:2102.07663, 2021
92021
Offline policy evaluation and optimization under confounding
C Kausik, Y Lu, K Tan, M Makar, Y Wang, A Tewari
International Conference on Artificial Intelligence and Statistics, 1459-1467, 2024
62024
Advances in Sequential Decision Making Problems with Causal and Low-Rank Structures
Y Lu
2022
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Artigos 1–10