Denis Nekipelov
6 papers · 2017–2024 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (13) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3)
π
Academic Marathon
(7)
π
Cross-Pollinator
(15)
π
Renaissance Researcher
(5)
π
Trend Setter
β
The Questioner
(2)
Conferences
ICML (4)
AAAI (1)
NIPS (1)
Top co-authors
Keywords
recommendation system
(3)
online learning
(2)
price of anarchy
(2)
game theory
(2)
no-regret learning
(1)
multi-armed bandit
(1)
regret bound
(1)
fixed point computation
(1)
user feedback
(1)
recommender system
(1)
data-driven optimization
(1)
ellipsoid method
(1)
dynamic discrete choice model
(1)
policy gradient algorithm
(1)
global concavity
(1)
multi-agent system
(1)
data-dependent bound
(1)
welfare guarantee
(1)
explorative user
(1)
active learning
(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 the Optimal Recommendation from Explorative Users
AAAI 2022
Learning from a Learning User for Optimal Recommendations
ICML 2022
Global Concavity and Optimization in a Class of Dynamic Discrete Choice Models
ICML 2020
Welfare Guarantees from Data
NIPS 2017