Zhipeng Liang
4 papers · 2021–2024 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
π
Interdisciplinary Bridge
π
Conference Polyglot
(2)
π
Cross-Pollinator
(9)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(14)
Conferences
ICML (2)
NIPS (2)
Top co-authors
Research topics
Keywords
online decision making
(2)
differential privacy
(2)
domain generalization
(1)
domain adaptation
(1)
uncertainty quantification
(1)
subpopulation shift
(1)
variance reduction
(1)
importance weighting
(1)
stochastic convex optimization
(1)
high-dimensional optimization
(1)
regret bound
(1)
contextual bandit
(1)
generalized linear model
(1)
streaming datum
(1)
uncertainty estimation
(1)
frank-wolfe algorithm
(1)
local differential privacy
(1)
over-parameterized model
(1)
importance reweighting
(1)
mixup training
(1)
Papers
Single-Trajectory Distributionally Robust Reinforcement Learning
ICML 2024
UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup
NIPS 2022
Private Streaming SCO in $\ell_p$ geometry with Applications in High Dimensional Online Decision Making
ICML 2022
Generalized Linear Bandits with Local Differential Privacy
NIPS 2021