Lingda Wang

4 papers · 2020–2021 · 2 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 🐣 Hot Topic Early Bird

Venues

AAAI (3) ICML (1)

Top co-authors

Georgios B. Giannakis (3) Bingcong Li (3) Zhizhen Zhao (2) Huozhi Zhou (2) Lav R. Varshney (1) Lav Varshney (1) Ee-Peng Lim (1)

Research topics

Machine Learning (4) Mathematics & Optimization (3) Optimization (3) Optimization & Theory (3) Learning Types (2)

Keywords

stochastic optimization (1) regret analysis (1) convex optimization (1) change detection (1) gradient descent (1) variance reduction (1) matrix completion (1) generalized likelihood ratio (1) multi-armed bandit (1) regret bound (1) online algorithm (1) contextual bandit (1) combinatorial semi-bandit (1) bandit algorithm (1) frank-wolfe algorithm (1) adversarial bandit (1) barzilai-borwein step size (1) svrg algorithm (1) sarah algorithm (1) graph structured feedback (1)

Papers

Adversarial Linear Contextual Bandits with Graph-Structured Side Observations AAAI 2021 Enhancing Parameter-Free Frank Wolfe with an Extra Subproblem AAAI 2021 Almost Tune-Free Variance Reduction ICML 2020 A Near-Optimal Change-Detection Based Algorithm for Piecewise-Stationary Combinatorial Semi-Bandits AAAI 2020