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Varun Jog

5 papers · 2016–2024 · 3 venues · across top CS/AI venues

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Achievements

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+1 more ↓ 🌍 Conference Polyglot Β· Bronze πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Silver πŸ—ΊοΈ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird
πŸ“ˆ Trend Setter

Venues

COLT (2) NeurIPS (2) ICML (1)

Top co-authors

Po-ling Loh (3) Muni Sreenivas Pydi (2) Ankit Pensia (2) Justin T Khim (1) Amir Reza Asadi (1)

Research topics

Machine Learning (5) Mathematics & Optimization (5) Mathematics (4) Learning Types (3) Optimization (3) Optimization & Theory (3) Application Areas (2) Security & Privacy (1) Differential Privacy (1)

Keywords

hypothesis testing (2) adversarial risk (2) optimal transport (2) binary hypothesis testing (2) statistical learning (2) sample complexity (2) hellinger divergence (2) nash equilibrium (1) influence maximization (1) information theory (1) submodular function (1) local differential privacy (1) jensen-shannon divergence (1) linear threshold model (1) communication constraint (1) adversarial classifier (1) optimal coupling (1) wasserstein uncertainty (1) triggering model (1) greedy algorithm (1)

Papers

The Sample Complexity of Simple Binary Hypothesis Testing COLT 2024 Simple Binary Hypothesis Testing under Local Differential Privacy and Communication Constraints COLT 2023 The Many Faces of Adversarial Risk NeurIPS 2021 Adversarial Risk via Optimal Transport and Optimal Couplings ICML 2020 Computing and maximizing influence in linear threshold and triggering models NeurIPS 2016