Artigos com autorizações de acesso público - Ambuj Tewari | अम्बुज तिवारीSaiba mais
70 artigos disponíveis publicamente
Microrandomized trials: An experimental design for developing just-in-time adaptive interventions.
P Klasnja, EB Hekler, S Shiffman, A Boruvka, D Almirall, A Tewari, ...
Health Psychology 34 (S), 1220, 2015
Autorizações: US National Institutes of Health
From ads to interventions: Contextual bandits in mobile health
A Tewari, SA Murphy
Mobile health: sensors, analytic methods, and applications, 495-517, 2017
Autorizações: US National Science Foundation, US National Institutes of Health
Mixture proportion estimation via kernel embeddings of distributions
H Ramaswamy, C Scott, A Tewari
International conference on machine learning, 2052-2060, 2016
Autorizações: US National Science Foundation
Prediction and validation of gene-disease associations using methods inspired by social network analyses
UM Singh-Blom, N Natarajan, A Tewari, JO Woods, IS Dhillon, ...
PloS one 8 (5), e58977, 2013
Autorizações: US National Institutes of Health
Sample complexity of reinforcement learning using linearly combined model ensembles
A Modi, N Jiang, A Tewari, S Singh
International Conference on Artificial Intelligence and Statistics, 2010-2020, 2020
Autorizações: US National Science Foundation
Finite time identification in unstable linear systems
MKS Faradonbeh, A Tewari, G Michailidis
Automatica 96, 342-353, 2018
Autorizações: US National Science Foundation
Sample size calculations for micro‐randomized trials in mHealth
P Liao, P Klasnja, A Tewari, SA Murphy
Statistics in medicine 35 (12), 1944-1971, 2016
Autorizações: US National Institutes of Health
Lasso guarantees for β-mixing heavy-tailed time series
KC Wong, Z Li, A Tewari
The Annals of Statistics 48 (2), 1124-1142, 2020
Autorizações: US National Science Foundation
Generalization bounds in the predict-then-optimize framework
O El Balghiti, AN Elmachtoub, P Grigas, A Tewari
Advances in neural information processing systems 32, 2019
Autorizações: US National Science Foundation
Consistent algorithms for multiclass classification with an abstain option
HG Ramaswamy, A Tewari, S Agarwal
Autorizações: US National Science Foundation
Cost-sensitive learning with noisy labels
N Natarajan, IS Dhillon, P Ravikumar, A Tewari
Journal of Machine Learning Research 18 (155), 1-33, 2018
Autorizações: US National Science Foundation, US Department of Defense
Regret analysis of bandit problems with causal background knowledge
Y Lu, A Meisami, A Tewari, W Yan
Conference on Uncertainty in Artificial Intelligence, 141-150, 2020
Autorizações: US National Science Foundation
Finite-time adaptive stabilization of linear systems
MKS Faradonbeh, A Tewari, G Michailidis
IEEE Transactions on Automatic Control 64 (8), 3498-3505, 2018
Autorizações: US National Science Foundation
Markov decision processes with continuous side information
A Modi, N Jiang, S Singh, A Tewari
Algorithmic Learning Theory, 597-618, 2018
Autorizações: US National Science Foundation
Optimism-based adaptive regulation of linear-quadratic systems
MKS Faradonbeh, A Tewari, G Michailidis
IEEE Transactions on Automatic Control 66 (4), 1802-1808, 2020
Autorizações: US National Science Foundation
Action centered contextual bandits
K Greenewald, A Tewari, S Murphy, P Klasnja
Advances in neural information processing systems 30, 2017
Autorizações: US National Science Foundation, US National Institutes of Health
On adaptive linear–quadratic regulators
MKS Faradonbeh, A Tewari, G Michailidis
Automatica 117, 108982, 2020
Autorizações: US National Science Foundation
Assessing real-time moderation for developing adaptive mobile health interventions for medical interns: micro-randomized trial
T NeCamp, S Sen, E Frank, MA Walton, EL Ionides, Y Fang, A Tewari, ...
Journal of medical Internet research 22 (3), e15033, 2020
Autorizações: US National Science Foundation, US National Institutes of Health
Learning to predict reaction conditions: relationships between solvent, molecular structure, and catalyst
E Walker, J Kammeraad, J Goetz, MT Robo, A Tewari, PM Zimmerman
Journal of chemical information and modeling 59 (9), 3645-3654, 2019
Autorizações: US National Science Foundation, US National Institutes of Health
Low-rank generalized linear bandit problems
Y Lu, A Meisami, A Tewari
International Conference on Artificial Intelligence and Statistics, 460-468, 2021
Autorizações: US National Science Foundation
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