Denis Nekipelov
6 papers · 2017–2024 · 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 (15) β The Questioner (2)
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Research topics
Keywords
recommendation system
(3)
online learning
(2)
game theory
(2)
price of anarchy
(2)
best arm identification
(1)
no-regret learning
(1)
multi-armed bandit
(1)
regret bound
(1)
fixed point computation
(1)
content creation
(1)
generative ai
(1)
user feedback
(1)
recommender system
(1)
data-driven optimization
(1)
tullock contest
(1)
ellipsoid method
(1)
dynamic discrete choice model
(1)
policy gradient algorithm
(1)
global concavity
(1)
multi-agent system
(1)
Papers
Human vs. Generative AI in Content Creation Competition: Symbiosis or Conflict?
ICML 2024
How Bad is Top-K Recommendation under Competing Content Creators?
ICML 2023
Learning from a Learning User for Optimal Recommendations
ICML 2022
Learning the Optimal Recommendation from Explorative Users
AAAI 2022
Global Concavity and Optimization in a Class of Dynamic Discrete Choice Models
ICML 2020
Welfare Guarantees from Data
NeurIPS 2017