Zhipeng Liang
4 papers · 2021–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Application Areas
(3)
Learning Types · Machine Learning
(3)
Mathematics & Optimization
(2)
Optimization
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Reinforcement Learning
(1)
Security & Privacy
(1)
Core AI
(1)
Differential Privacy
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Keywords
online decision making
(2)
differential privacy
(2)
domain generalization
(1)
domain adaptation
(1)
uncertainty quantification
(1)
sample complexity
(1)
subpopulation shift
(1)
variance reduction
(1)
importance weighting
(1)
stochastic approximation
(1)
stochastic convex optimization
(1)
high-dimensional optimization
(1)
regret bound
(1)
contextual bandit
(1)
generalized linear model
(1)
streaming data
(1)
uncertainty estimation
(1)
overparameterized model
(1)
frank-wolfe algorithm
(1)
local differential privacy
(1)
Papers
Single-Trajectory Distributionally Robust Reinforcement Learning
ICML 2024
Private Streaming SCO in ℓ_p geometry with Applications in High Dimensional Online Decision Making
ICML 2022
UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup
NeurIPS 2022
Generalized Linear Bandits with Local Differential Privacy
NeurIPS 2021