Ningyuan Chen

5 papers · 2021–2023 · 4 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

NeurIPS (2) AISTATS (1) COLT (1) JMLR (1)

Top co-authors

Wenhao Li (2) Yi Xiong (2) Xuefeng GAO (2) Xiang Zhou (1) L. Jeff Hong (1)

Research topics

Machine Learning (5) Mathematics & Optimization (4) Learning Types (4) Optimization (4) Optimization & Theory (4) Core Methods (2) Application Areas (1)

Keywords

multi-armed bandit (5) online learning (3) regret bound (3) dimension reduction (1) importance sampling (1) nonparametric regression (1) bias correction (1) resource allocation (1) markov chain (1) concentration inequality (1) upper confidence bound (1) bootstrap method (1) spectral method (1) dynamic pricing (1) regime switching (1) contextual online learning (1) divisible resource allocation (1) monotone arm sequence (1) monotone sequence (1) stochastic optimization (1)

Papers

Allocating Divisible Resources on Arms with Unknown and Random Rewards COLT 2023 Dimension Reduction in Contextual Online Learning via Nonparametric Variable Selection JMLR 2023 Debiasing Samples from Online Learning Using Bootstrap AISTATS 2022 Multi-armed Bandit Requiring Monotone Arm Sequences NeurIPS 2021 Regime Switching Bandits NeurIPS 2021