Quan Geng

3 papers · 2019–2020 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

AISTATS (2) ICML (1)

Top co-authors

Ruiqi Guo (3) Sanjiv Kumar (3) Wei Ding (2) David Simcha (1) Felix Chern (1) Erik Lindgren (1) Philip Sun (1)

Research topics

Machine Learning (3) Application Areas (3) Artificial Intelligence (1) Mathematics & Optimization (1) Core AI (1) Optimization (1) Optimization & Theory (1)

Keywords

gaussian mechanism (2) vector quantization (1) approximate nearest neighbor (1) privacy-utility trade-off (1) maximum inner product search (1) optimal mechanism (1) approximate differential privacy (1) truncated laplacian mechanism (1) linear programming duality (1) noise amplitude (1) anisotropic quantization (1) noise mechanism (1) differential privacy (1) additive privacy (1)

Papers

Accelerating Large-Scale Inference with Anisotropic Vector Quantization ICML 2020 Tight Analysis of Privacy and Utility Tradeoff in Approximate Differential Privacy AISTATS 2020 Optimal Noise-Adding Mechanism in Additive Differential Privacy AISTATS 2019