← Authors

Ruitong Huang

13 papers · 2014–2020 · 8 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (5) 🗺️ Taxonomy Completionist (22) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (8) 🏃 Academic Marathon (6) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (6) 🔥 Unstoppable (7) 💎 Century Club (13) 🚀 Conference Pioneer 🗃️ Keyword Collector (51)

Conferences

ICLR (3) NIPS (3) AISTATS (2) ALT (1) ICML (1) IJCAI (1) INTERSPEECH (1) JMLR (1)

Top co-authors

Csaba Szepesvári (5) Gavin Weiguang Ding (5) András György (3) Martin Müller (3) Jincheng Mei (2) Dale Schuurmans (2) Chenjun Xiao (2) Tor Lattimore (2) Kry Yik Chau Lui (2) Mohammad M. Ajallooeian (1)

Keywords

linear prediction (2) follow the leader (2) online learning (2) convex optimization (2) regret bound (2) independent component analysis (1) minimax optimality (1) sample efficiency (1) sample complexity (1) information retrieval (1) maximum entropy (1) online planning (1) sequential decision making (1) sequential decision (1) signal recovery (1) logarithmic regret (1) mirror descent (1) speech detection (1) monte-carlo tree search (1) source separation (1)

Papers

MMA Training: Direct Input Space Margin Maximization through Adversarial Training ICLR 2020
On Minimax Optimality of GANs for Robust Mean Estimation AISTATS 2020
On the Sensitivity of Adversarial Robustness to Input Data Distributions ICLR 2019
On Principled Entropy Exploration in Policy Optimization IJCAI 2019
Maximum Entropy Monte-Carlo Planning NIPS 2019
Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds NIPS 2018
Improving GAN Training via Binarized Representation Entropy (BRE) Regularization ICLR 2018
Following the Leader and Fast Rates in Online Linear Prediction: Curved Constraint Sets and Other Regularities JMLR 2017
Structured Best Arm Identification with Fixed Confidence ALT 2017
Anchored Speech Detection INTERSPEECH 2016
Following the Leader and Fast Rates in Linear Prediction: Curved Constraint Sets and Other Regularities NIPS 2016
Deterministic Independent Component Analysis ICML 2015
A Finite-Sample Generalization Bound for Semiparametric Regression: Partially Linear Models AISTATS 2014