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Gaurav Sinha

3 papers hereh-index 347 citations10 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG3
same name
  • Gaurav Sinha — 9 papers, h 6
  • Gaurav Sinha — 3 papers, h 1
  • Gaurav Sinha — 2 papers, h 3
  • Gaurav Sinha — 1 paper, h 1
  • Gaurav Sinha — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedCausal Contextual Bandits with Adaptive Context

1 citations · 2 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2024★ 1 cited

Causal Contextual Bandits with Adaptive Context

Rahul Madhavan, Aurghya Maiti, Gaurav Sinha +1

We study a variant of causal contextual bandits where the context is chosen based on an initial intervention chosen by the learner. At the beginning of each round, the learner sele…

cs.LG2024★ 1 cited

Linear Contextual Bandits with Hybrid Payoff: Revisited

Nirjhar Das, Gaurav Sinha

We study the Linear Contextual Bandit problem in the hybrid reward setting. In this setting every arm's reward model contains arm specific parameters in addition to parameters shar…

cs.LG2024

Generalized Linear Bandits with Limited Adaptivity

Ayush Sawarni, Nirjhar Das, Siddharth Barman +1

We study the generalized linear contextual bandit problem within the constraints of limited adaptivity. In this paper, we present two algorithms, B-GLinCB and $\texttt{R…

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