Rohan Deb
7 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird π₯ Unstoppable Β· Bronze
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The Questioner
Venues
Top co-authors
Research topics
Keywords
regret bound
(3)
momentum method
(2)
stochastic gradient descent
(1)
temporal difference learning
(1)
policy evaluation
(1)
online learning
(1)
conformal prediction
(1)
domain adaptation
(1)
sequential decision making
(1)
preference learning
(1)
convergence analysis
(1)
sample complexity
(1)
covariate shift
(1)
importance weighting
(1)
distribution shift
(1)
stochastic approximation
(1)
fisher information matrix
(1)
exp3 algorithm
(1)
quadratic optimization
(1)
contextual bandit
(1)
Papers
KMM-CP: Practical Conformal Prediction under Covariate Shift via Selective Kernel Mean Matching
UAI 2026
Conservative Contextual Bandits: Beyond Linear Representations
ICLR 2025
FisherSFT: Data-Efficient Supervised Fine-Tuning of Language Models Using Information Gain
ICML 2025
Contextual Bandits with Online Neural Regression
ICLR 2024
Think Before You Duel: Understanding Complexities of Preference Learning under Constrained Resources
AISTATS 2024
Does Momentum Help in Stochastic Optimization? A Sample Complexity Analysis.
UAI 2023
Gradient Temporal Difference with Momentum: Stability and Convergence
AAAI 2022