Su Jia
7 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (6) π§ Keyword Pioneer π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14)
π
Cross-Pollinator
(15)
π₯
Unstoppable
(5)
Conferences
ICML (3)
NIPS (3)
JMLR (1)
Top co-authors
Keywords
approximation algorithm
(3)
active learning
(3)
multi-armed bandit
(3)
regret bound
(3)
noisy outcome
(2)
online learning
(2)
greedy algorithm
(1)
decision tree
(1)
non-stationary environment
(1)
non-stationary learning
(1)
approximation guarantee
(1)
monotonicity constraint
(1)
dynamic pricing
(1)
holder function
(1)
optimal decision tree
(1)
adaptive submodular ranking
(1)
pool-based learning
(1)
smooth function
(1)
active sequential hypothesis testing
(1)
sieve policy
(1)
Papers
Multi-Armed Bandits with Interference: Bridging Causal Inference and Adversarial Bandits
ICML 2025
Optimal Decision Tree and Adaptive Submodular Ranking with Noisy Outcomes
JMLR 2024
Short-lived High-volume Bandits
ICML 2023
Smooth Non-stationary Bandits
ICML 2023
Dynamic Pricing with Monotonicity Constraint under Unknown Parametric Demand Model
NIPS 2022
Greedy Approximation Algorithms for Active Sequential Hypothesis Testing
NIPS 2021
Optimal Decision Tree with Noisy Outcomes
NIPS 2019