Chunlin Sun
9 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (7) πΊοΈ Taxonomy Completionist (19)
π₯
Unstoppable
(5)
Conferences
ICML (4)
NIPS (3)
AISTATS (1)
ICLR (1)
Top co-authors
Keywords
linear programming
(2)
resource allocation
(2)
regret bound
(2)
primal-dual optimization
(1)
bayesian estimation
(1)
column generation
(1)
online learning algorithm
(1)
surrogate loss
(1)
parameter recovery
(1)
distributionally robust optimization
(1)
online algorithm
(1)
risk-sensitive optimization
(1)
first-order method
(1)
calibration error
(1)
inverse optimization
(1)
learning with rejection
(1)
regression with rejection
(1)
human-ai interaction
(1)
multi-arm bandit
(1)
binary integer programming
(1)
Papers
Decoupling Learning and Decision-Making: Breaking the $\mathcalO(\sqrtT)$ Barrier in Online Resource Allocation with First-Order Methods
ICML 2024
When No-Rejection Learning is Consistent for Regression with Rejection
AISTATS 2024
Learning to Make Adherence-aware Advice
ICLR 2024
Maximum Optimality Margin: A Unified Approach for Contextual Linear Programming and Inverse Linear Programming
ICML 2023
Solving Linear Programs with Fast Online Learning Algorithms
ICML 2023
Predict-then-Calibrate: A New Perspective of Robust Contextual LP
NIPS 2023
Learning from Stochastically Revealed Preference
NIPS 2022
The Symmetry between Arms and Knapsacks: A Primal-Dual Approach for Bandits with Knapsacks
ICML 2021
Simple and Fast Algorithm for Binary Integer and Online Linear Programming
NIPS 2020