Gaurav Sinha
9 papers · 2012–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Half πΊοΈ Taxonomy Completionist (12) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π
Keyword Champion
(2)
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Keywords
causal inference
(4)
regret bound
(3)
simple regret
(3)
cumulative regret
(2)
contextual bandit
(2)
atomic intervention
(2)
multi-armed bandit
(2)
bayesian network
(1)
sublinear regret
(1)
lower bound
(1)
combinatorial bandit
(1)
top-k selection
(1)
causal graph
(1)
causal bandit
(1)
markov equivalence class
(1)
slate bandit
(1)
causal dag
(1)
intervention optimization
(1)
graph orientation
(1)
covering intervention
(1)
Papers
Efficient Algorithms for Logistic Contextual Slate Bandits with Bandit Feedback
UAI 2025
Generalized Linear Bandits with Limited Adaptivity
NeurIPS 2024
Combinatorial categorized bandits with expert rankings
UAI 2023
Learning good interventions in causal graphs via covering
UAI 2023
A causal bandit approach to learning good atomic interventions in presence of unobserved confounders
UAI 2022
Almost Optimal Universal Lower Bound for Learning Causal DAGs with Atomic Interventions
AISTATS 2022
Budgeted and Non-Budgeted Causal Bandits
AISTATS 2021
Disentangling mixtures of unknown causal interventions
UAI 2021
HRItk: The Human-Robot Interaction ToolKit Rapid Development of Speech-Centric Interactive Systems in ROS
NAACL 2012