Jin Zhu
7 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (5) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(16)
Conferences
ICML (3)
JMLR (3)
AISTATS (1)
Top co-authors
Keywords
sparse optimization
(3)
off-policy evaluation
(2)
offline reinforcement learning
(1)
model selection
(1)
variable selection
(1)
policy optimization
(1)
convex optimization
(1)
principal component analysis
(1)
feature selection
(1)
sequential decision making
(1)
value function
(1)
sparse regression
(1)
support recovery
(1)
sparse linear regression
(1)
projected gradient descent
(1)
behavior policy
(1)
trend filtering
(1)
instrumental variable
(1)
heavy-tailed reward
(1)
sparsity-constrained optimization
(1)
Papers
Balancing Interference and Correlation in Spatial Experimental Designs: A Causal Graph Cut Approach
ICML 2025
Demystifying the Paradox of Importance Sampling with an Estimated History-Dependent Behavior Policy in Off-Policy Evaluation
ICML 2025
Simplex Constrained Sparse Optimization via Tail Screening
JMLR 2025
Robust Offline Reinforcement Learning with Heavy-Tailed Rewards
AISTATS 2024
skscope: Fast Sparsity-Constrained Optimization in Python
JMLR 2024
An Instrumental Variable Approach to Confounded Off-Policy Evaluation
ICML 2023
abess: A Fast Best-Subset Selection Library in Python and R
JMLR 2022