Su Jia

7 papers · 2019–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14) 🔥 Unstoppable · Bronze

Venues

ICML (3) NeurIPS (3) JMLR (1)

Top co-authors

Nathan Kallus (2) Peter I. Frazier (2) Fatemeh Navidi (2) viswanath nagarajan (2) R. Ravi (2) R Ravi (2) Andrew Li (2) Nishant Oli (1) Paul Duff (1) Andrew A Li (1)

Research topics

Machine Learning (6) Mathematics & Optimization (6) Learning Types (6) Optimization (6) Optimization & Theory (3) Artificial Intelligence (1) Computer Science (1) Core AI (1) Core Methods (1) Foundations (1)

Keywords

multi-armed bandit (4) active learning (3) approximation algorithm (3) regret bound (3) noisy outcome (2) online learning (2) regret (1) 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)

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 NeurIPS 2022 Greedy Approximation Algorithms for Active Sequential Hypothesis Testing NeurIPS 2021 Optimal Decision Tree with Noisy Outcomes NeurIPS 2019