Weihao Gao
11 papers · 2016–2023 · 6 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (6) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (7)
🌈
Renaissance Researcher
(5)
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(6)
🏆
Grand Slam
💎
Century Club
(11)
🔥
Unstoppable
(5)
📈
Trend Setter
Conferences
NIPS (4)
ICML (3)
AAAI (1)
AISTATS (1)
ICLR (1)
UAI (1)
Top co-authors
Keywords
entropy estimation
(3)
information theory
(3)
mutual information
(3)
information bottleneck
(2)
model compression
(2)
molecular dynamics
(2)
kernel methods
(2)
rate distortion
(2)
probability distribution
(1)
statistical testing
(1)
density estimation
(1)
nearest neighbor
(1)
loss landscape
(1)
nonparametric estimation
(1)
stochastic gradient descent
(1)
conditional dependence
(1)
differential entropy
(1)
neural network optimization
(1)
statistical hypothesis testing
(1)
generalization error
(1)
Papers
Machine Learning Force Fields with Data Cost Aware Training
ICML 2023
PathFlow: A normalizing flow generator that finds transition paths
UAI 2022
Label Leakage and Protection in Two-party Split Learning
ICLR 2022
Information-Theoretic Understanding of Population Risk Improvement with Model Compression
AAAI 2020
Learning One-hidden-layer Neural Networks under General Input Distributions
AISTATS 2019
Rate Distortion For Model Compression:From Theory To Practice
ICML 2019
The Nearest Neighbor Information Estimator is Adaptively Near Minimax Rate-Optimal
NIPS 2018
Discovering Potential Correlations via Hypercontractivity
NIPS 2017
Estimating Mutual Information for Discrete-Continuous Mixtures
NIPS 2017
Conditional Dependence via Shannon Capacity: Axioms, Estimators and Applications
ICML 2016
Breaking the Bandwidth Barrier: Geometrical Adaptive Entropy Estimation
NIPS 2016