Huang, Ruitong

14 publications

ICLR 2020 MMA Training: Direct Input Space Margin Maximization Through Adversarial Training Gavin Weiguang Ding, Yash Sharma, Kry Yik Chau Lui, Ruitong Huang

AISTATS 2020 On Minimax Optimality of GANs for Robust Mean Estimation Kaiwen Wu, Gavin Weiguang Ding, Ruitong Huang, Yaoliang Yu

NeurIPS 2019 Maximum Entropy Monte-Carlo Planning Chenjun Xiao, Ruitong Huang, Jincheng Mei, Dale Schuurmans, Martin Müller

IJCAI 2019 On Principled Entropy Exploration in Policy Optimization Jincheng Mei, Chenjun Xiao, Ruitong Huang, Dale Schuurmans, Martin Müller

ICLR 2019 On the Sensitivity of Adversarial Robustness to Input Data Distributions Gavin Weiguang Ding, Kry Yik Chau Lui, Xiaomeng Jin, Luyu Wang, Ruitong Huang

CVPRW 2019 On the Sensitivity of Adversarial Robustness to Input Data Distributions Gavin Weiguang Ding, Kry Yik Chau Lui, Xiaomeng Jin, Luyu Wang, Ruitong Huang

NeurIPS 2018 Dimensionality Reduction Has Quantifiable Imperfections: Two Geometric Bounds Kry Lui, Gavin Weiguang Ding, Ruitong Huang, Robert McCann

ICLR 2018 Improving GAN Training via Binarized Representation Entropy (BRE) Regularization Yanshuai Cao, Gavin Weiguang Ding, Kry Yik-Chau Lui, Ruitong Huang

JMLR 2017 Following the Leader and Fast Rates in Online Linear Prediction: Curved Constraint Sets and Other Regularities Ruitong Huang, Tor Lattimore, András György, Csaba Szepesvári

ALT 2017 Structured Best Arm Identification with Fixed Confidence Ruitong Huang, Mohammad M. Ajallooeian, Csaba Szepesvári, Martin Müller

NeurIPS 2016 Following the Leader and Fast Rates in Linear Prediction: Curved Constraint Sets and Other Regularities Ruitong Huang, Tor Lattimore, András György, Csaba Szepesvari

ICML 2015 Deterministic Independent Component Analysis Ruitong Huang, Andras Gyorgy, Csaba Szepesvári

AISTATS 2014 A Finite-Sample Generalization Bound for Semiparametric Regression: Partially Linear Models Ruitong Huang, Csaba Szepesvári

AAAI 2011 Convex Sparse Coding, Subspace Learning, and Semi-Supervised Extensions Xinhua Zhang, Yaoliang Yu, Martha White, Ruitong Huang, Dale Schuurmans