Rohit Singh
5 papers · 2018–2022 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (4) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
π
Conference Pioneer
Conferences
IJCAI (2)
AAAI (1)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
security game
(2)
deep reinforcement learning
(1)
variational inference
(1)
game theory
(1)
bayesian inference
(1)
deep learning
(1)
branch and bound
(1)
resource allocation
(1)
probabilistic programming
(1)
probabilistic model
(1)
extensive-form game
(1)
stackelberg equilibrium
(1)
approximation scheme
(1)
stackelberg security game
(1)
double oracle
(1)
strategic informant
(1)
patrol strategy
(1)
bayesian equilibrium
(1)
deep q-network
(1)
multi-agent system
(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