Yu, Jia Yuan

12 publications

UAI 2021 Bias-Corrected Peaks-over-Threshold Estimation of the CVaR Dylan Troop, Frédéric Godin, Jia Yuan Yu

AAAI 2019 State-Augmentation Transformations for Risk-Sensitive Reinforcement Learning Shuai Ma, Jia Yuan Yu

ECML-PKDD 2016 INSIGHT: Dynamic Traffic Management Using Heterogeneous Urban Data Nikolaos Panagiotou, Nikolas Zygouras, Ioannis Katakis, Dimitrios Gunopulos, Nikos Zacheilas, Ioannis Boutsis, Vana Kalogeraki, Stephen Lynch, Brendan O'Brien, Dermot Kinane, Jakub Marecek, Jia Yuan Yu, Rudi Verago, Elizabeth Daly, Nico Piatkowski, Thomas Liebig, Christian Bockermann, Katharina Morik, François Schnitzler, Matthias Weidlich, Avigdor Gal, Shie Mannor, Hendrik Stange, Werner Halft, Gennady L. Andrienko

AISTATS 2015 Sensor Selection for Crowdsensing Dynamical Systems François Schnitzler, Jia Yuan Yu, Shie Mannor

NeurIPS 2013 Data-Driven Distributionally Robust Polynomial Optimization Martin Mevissen, Emanuele Ragnoli, Jia Yuan Yu

IJCAI 2013 Sample Complexity of Risk-Averse Bandit-Arm Selection Jia Yuan Yu, Evdokia Nikolova

ALT 2011 Adaptive and Optimal Online Linear Regression on ℓ1-Balls Sébastien Gerchinovitz, Jia Yuan Yu

ALT 2011 Lipschitz Bandits Without the Lipschitz Constant Sébastien Bubeck, Gilles Stoltz, Jia Yuan Yu

ICML 2011 Unimodal Bandits Jia Yuan Yu, Shie Mannor

JMLR 2009 Online Learning with Sample Path Constraints Shie Mannor, John N. Tsitsiklis, Jia Yuan Yu

ICML 2009 Piecewise-Stationary Bandit Problems with Side Observations Jia Yuan Yu, Shie Mannor

AAAI 2008 Online Learning with Expert Advice and Finite-Horizon Constraints Branislav Kveton, Jia Yuan Yu, Georgios Theocharous, Shie Mannor