Dana Yang

5 papers · 2020–2025 · 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)

Venues

COLT (2) ICML (2) AISTATS (1)

Top co-authors

Jiaming Xu (4) Kuang Xu (2) Yihong Wu (1) Julia Gaudio (1) Jian Ding (1) Pierre Bellec (1) Colin Sandon (1)

Research topics

Machine Learning (4) Optimization & Theory (4) Mathematics & Optimization (3) Optimization (3) Mathematics (2) Artificial Intelligence (1) Computer Science (1) Security & Privacy (1) Application Areas (1) Core Methods (1) Foundations (1) Learning Paradigms (1) Learning Types (1) Privacy (1)

Keywords

query complexity (2) dirichlet process (1) online learning (1) convex optimization (1) ridge regression (1) gradient descent (1) renyi divergence (1) kullback-leibler divergence (1) sequential learning (1) binary search (1) hyperparameter tuning (1) exact recovery (1) gradient oracle (1) phase transition (1) graph recovery (1) mean square error (1) information leakage (1) maximum likelihood estimator (1) nearest neighbor graph (1) iterative pruning (1)

Papers

“All-Something-Nothing” Phase Transitions in Planted k-Factor Recovery (Extended Abstract) COLT 2025 Learner-Private Convex Optimization ICML 2021 Optimal query complexity for private sequential learning against eavesdropping AISTATS 2021 Consistent recovery threshold of hidden nearest neighbor graphs COLT 2020 The Cost-free Nature of Optimally Tuning Tikhonov Regularizers and Other Ordered Smoothers ICML 2020