Ruitong Huang
13 papers · 2014–2020 · 8 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (8) 🐝 Cross-Pollinator (6)
🏃
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
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