Rohit Singh

5 papers · 2018–2022 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

IJCAI (2) AAAI (1) ICLR (1) JMLR (1)

Top co-authors

Fei Fang (3) Zheyuan Ryan Shi (2) Bonnie Berger (1) Paul Horsfall (1) Fritz Obermeyer (1) Weizhe Chen (1) Long Tran-Thanh (1) Theofanis Karaletsos (1) Martin Jankowiak (1) Paul Szerlip (1)

Research topics

Artificial Intelligence (4) Deep Learning (3) Core AI (3) Machine Learning (1) Mathematics & Optimization (1) Reinforcement Learning (1) Applications (1) Architectures (1) Bayesian & Probabilistic (1) Learning Types (1) Methods (1) Models (1) Optimization (1) Optimization & Theory (1)

Keywords

security game (2) deep reinforcement learning (1) variational inference (1) game theory (1) bayesian inference (1) deep learning (1) granger causality (1) branch and bound (1) gene regulation (1) resource allocation (1) probabilistic programming (1) genomic analysis (1) probabilistic model (1) extensive-form game (1) stackelberg equilibrium (1) single-cell analysis (1) approximation scheme (1) directed acyclic graph (1) stackelberg security game (1) double oracle (1)

Papers

Granger causal inference on DAGs identifies genomic loci regulating transcription ICLR 2022 When to Follow the Tip: Security Games with Strategic Informants IJCAI 2020 Deep Reinforcement Learning for Green Security Games with Real-Time Information AAAI 2019 Pyro: Deep Universal Probabilistic Programming JMLR 2019 Designing the Game to Play: Optimizing Payoff Structure in Security Games IJCAI 2018