Ruitong Huang

According to our database, Ruitong Huang authored at least 21 papers between 2011 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Optimistic and Adaptive Lagrangian Hedging.

Ryan D'Orazio, Ruitong Huang

CoRR, 2021

2020

CDT: Cascading Decision Trees for Explainable Reinforcement Learning.

Zihan Ding, Pablo Hernandez-Leal, Gavin Weiguang Ding, Changjian Li, Ruitong Huang

CoRR, 2020

MMA Training: Direct Input Space Margin Maximization through Adversarial Training.

Gavin Weiguang Ding, Yash Sharma, Kry Yik Chau Lui, Ruitong Huang

Proceedings of the 8th International Conference on Learning Representations, 2020

On Minimax Optimality of GANs for Robust Mean Estimation.

Kaiwen Wu, Gavin Weiguang Ding, Ruitong Huang, Yaoliang Yu

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Maximum Entropy Monte-Carlo Planning.

Chenjun Xiao, Ruitong Huang, Jincheng Mei, Dale Schuurmans, Martin Müller

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

On Principled Entropy Exploration in Policy Optimization.

Jincheng Mei, Chenjun Xiao, Ruitong Huang, Dale Schuurmans, Martin Müller

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

On the Sensitivity of Adversarial Robustness to Input Data Distributions.

Gavin Weiguang Ding, Kry Yik Chau Lui, Xiaomeng Jin, Luyu Wang, Ruitong Huang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Max-Margin Adversarial (MMA) Training: Direct Input Space Margin Maximization through Adversarial Training.

Gavin Weiguang Ding, Yash Sharma, Kry Yik Chau Lui, Ruitong Huang

CoRR, 2018

Few-Shot Self Reminder to Overcome Catastrophic Forgetting.

Junfeng Wen, Yanshuai Cao, Ruitong Huang

CoRR, 2018

Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds.

Kry Yik Chau Lui, Gavin Weiguang Ding, Ruitong Huang, Robert J. McCann

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Improving GAN Training via Binarized Representation Entropy (BRE) Regularization.

Yanshuai Cao, Gavin Weiguang Ding, Kry Yik-Chau Lui, Ruitong Huang

Proceedings of the 6th International Conference on Learning Representations, 2018

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

J. Mach. Learn. Res., 2017

Structured Best Arm Identification with Fixed Confidence.

Ruitong Huang, Mohammad M. Ajallooeian, Csaba Szepesvári, Martin Müller

Proceedings of the International Conference on Algorithmic Learning Theory, 2017

2016

Revise Saturated Activation Functions.

Bing Xu, Ruitong Huang, Mu Li

CoRR, 2016

Following the Leader and Fast Rates in Linear Prediction: Curved Constraint Sets and Other Regularities.

Ruitong Huang, Tor Lattimore, András György, Csaba Szepesvári

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Anchored Speech Detection.

Roland Maas, Sree Hari Krishnan Parthasarathi, Brian John King, Ruitong Huang, Björn Hoffmeister

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

2015

Learning with a Strong Adversary.

Ruitong Huang, Bing Xu, Dale Schuurmans, Csaba Szepesvári

CoRR, 2015

Deterministic Independent Component Analysis.

Ruitong Huang, András György, Csaba Szepesvári

Proceedings of the 32nd International Conference on Machine Learning, 2015

2014

Generalization Bounds for Partially Linear Models.

Ruitong Huang, Csaba Szepesvári

Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2014

A Finite-Sample Generalization Bound for Semiparametric Regression: Partially Linear Models.

Ruitong Huang, Csaba Szepesvári

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

2011

Convex Sparse Coding, Subspace Learning, and Semi-Supervised Extensions.

Xinhua Zhang, Yaoliang Yu, Martha White, Ruitong Huang, Dale Schuurmans

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011