Ninghui Li

2 papers · 2010–2023 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

AISTATS (1) ICLR (1)

Top co-authors

Yuan Qi (1) Jiacheng Li (1) Nan Ding (1) Rongjing Xiang (1) Ian Molloy (1) Bruno Ribeiro (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Optimization & Theory (2) Deep Learning (1) Application Areas (1) Bayesian & Probabilistic · Artificial Intelligence (1) Bayesian & Probabilistic · Machine Learning (1) Core Methods (1) Learning Paradigms (1) Models (1)

Keywords

federated learning (1) nonparametric bayesian (1) variational inference (1) expectation propagation (1) indian buffet process (1) overparameterized model (1) non-negative matrix factorization (1) membership inference attack (1) nonparametric bayesian matrix factorization (1) power expectation propagation (1)

Papers

Effective passive membership inference attacks in federated learning against overparameterized models ICLR 2023 Nonparametric Bayesian Matrix Factorization by Power-EP AISTATS 2010