Ambuj Tewari
Orcid: 0000-0001-6969-7844
According to our database1,
Ambuj Tewari
authored at least 167 papers
between 2002 and 2024.
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Bibliography
2024
Sample Efficient Myopic Exploration Through Multitask Reinforcement Learning with Diverse Tasks.
CoRR, 2024
A Primal-Dual Algorithm for Offline Constrained Reinforcement Learning with Low-Rank MDPs.
CoRR, 2024
2023
Effectiveness of gamified team competition as mHealth intervention for medical interns: a cluster micro-randomized trial.
npj Digit. Medicine, 2023
CoRR, 2023
On the Computational Complexity of Private High-dimensional Model Selection via the Exponential Mechanism.
CoRR, 2023
CoRR, 2023
CoRR, 2023
An Asymptotically Optimal Algorithm for the One-Dimensional Convex Hull Feasibility Problem.
CoRR, 2023
Proceedings of the Uncertainty in Artificial Intelligence, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023
An Optimization-based Algorithm for Non-stationary Kernel Bandits without Prior Knowledge.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
2022
J. Comput. Chem., 2022
CoRR, 2022
Proceedings of the Uncertainty in Artificial Intelligence, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the 1st Conference on Causal Learning and Reasoning, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
IEEE Trans. Autom. Control., 2021
CoRR, 2021
CoRR, 2021
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Decision Making Problems with Funnel Structure: A Multi-Task Learning Approach with Application to Email Marketing Campaigns.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2020
J. Chem. Inf. Model., 2020
Near-optimal Reinforcement Learning in Factored MDPs: Oracle-Efficient Algorithms for the Non-episodic Setting.
CoRR, 2020
What You See May Not Be What You Get: UCB Bandit Algorithms Robust to ε-Contamination.
Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020
Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020
Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020
Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020
Reinforcement Learning in Factored MDPs: Oracle-Efficient Algorithms and Tighter Regret Bounds for the Non-Episodic Setting.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
On the Equivalence between Online and Private Learnability beyond Binary Classification.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
2019
IEEE Trans. Autom. Control., 2019
Learning To Predict Reaction Conditions: Relationships between Solvent, Molecular Structure, and Catalyst.
J. Chem. Inf. Model., 2019
Near-optimal Oracle-efficient Algorithms for Stationary and Non-Stationary Stochastic Linear Bandits.
CoRR, 2019
Not All are Made Equal: Consistency of Weighted Averaging Estimators Under Active Learning.
CoRR, 2019
On the Optimality of Perturbations in Stochastic and Adversarial Multi-armed Bandit Problems.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the IEEE Data Science Workshop, 2019
Proceedings of the 58th IEEE Conference on Decision and Control, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Algorithmic Learning Theory, 2018
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
2017
Optimality of Fast-Matching Algorithms for Random Networks With Applications to Structural Controllability.
IEEE Trans. Control. Netw. Syst., 2017
Beyond the Hazard Rate: More Perturbation Algorithms for Adversarial Multi-armed Bandits.
J. Mach. Learn. Res., 2017
CoRR, 2017
An Actor-Critic Contextual Bandit Algorithm for Personalized Mobile Health Interventions.
CoRR, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017
2016
CoRR, 2016
Phased Exploration with Greedy Exploitation in Stochastic Combinatorial Partial Monitoring Games.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Generalization error bounds for learning to rank: Does the length of document lists matter?
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015
2014
J. Mach. Learn. Res., 2014
CoRR, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of The 27th Conference on Learning Theory, 2014
2013
SIAM J. Optim., 2013
Convex Calibrated Surrogates for Low-Rank Loss Matrices with Applications to Subset Ranking Losses.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the IJCAI 2013, 2013
2012
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012
Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Scaling Up Coordinate Descent Algorithms for Large <i>ℓ<sub>1</sub></i> Regularization Problems.
Proceedings of the 29th International Conference on Machine Learning, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
2011
J. Mach. Learn. Res., 2011
Improved Regret Guarantees for Online Smooth Convex Optimization with Bandit Feedback.
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011
Proceedings of the COLT 2011, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
2010
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
2009
CoRR, 2009
Applications of strong convexity--strong smoothness duality to learning with matrices
CoRR, 2009
REGAL: A Regularization based Algorithm for Reinforcement Learning in Weakly Communicating MDPs.
Proceedings of the UAI 2009, 2009
2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
On the Complexity of Linear Prediction: Risk Bounds, Margin Bounds, and Regularization.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the Machine Learning, 2008
Proceedings of the 21st Annual Conference on Learning Theory, 2008
Proceedings of the 21st Annual Conference on Learning Theory, 2008
2007
J. Mach. Learn. Res., 2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Proceedings of the Learning Theory, 20th Annual Conference on Learning Theory, 2007
2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
2004
Proceedings of the Learning Theory, 17th Annual Conference on Learning Theory, 2004
2002
Proceedings of the High Performance Computing, 2002