Vineet Goyal
5 papers · 2016–2023 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird
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Keywords
assortment optimization
(2)
regret bound
(2)
multinomial logit
(2)
regret minimization
(1)
mixed integer programming
(1)
mallows model
(1)
thompson sampling
(1)
multi-armed bandit
(1)
approximation algorithm
(1)
contextual bandit
(1)
sublinear regret
(1)
bandit algorithm
(1)
dynamic pricing
(1)
non-stationary bandit
(1)
approximation bound
(1)
probabilistic analysis
(1)
sequential subset selection
(1)
choice model
(1)
recharging bandit
(1)
nonstationary phenomenon
(1)
Papers
Last Switch Dependent Bandits with Monotone Payoff Functions
ICML 2023
Dynamic pricing and assortment under a contextual MNL demand
NeurIPS 2022
Beyond Worst-case: A Probabilistic Analysis of Affine Policies in Dynamic Optimization
NeurIPS 2017
Thompson Sampling for the MNL-Bandit
COLT 2017
Assortment Optimization Under the Mallows model
NeurIPS 2016