Louis Faury
6 papers · 2020–2022 · 4 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (10) 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird
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Taxonomy Completionist
(13)
📈
Trend Setter
Conferences
AISTATS (3)
AAAI (1)
ALT (1)
ICML (1)
Top co-authors
Keywords
logistic bandit
(3)
regret bound
(3)
generalized linear bandit
(2)
computational efficiency
(1)
regret minimization
(1)
kullback-leibler divergence
(1)
minimax optimal
(1)
distributionally robust optimization
(1)
multi-armed bandit
(1)
contextual bandit
(1)
generalized linear model
(1)
optimistic algorithm
(1)
confidence set
(1)
statistical efficiency
(1)
non-stationary learning
(1)
optimal algorithm
(1)
problem-dependent guarantee
(1)
exploration-exploitation trade-off
(1)
non-stationary bandit
(1)
forgetting mechanism
(1)
Papers
Jointly Efficient and Optimal Algorithms for Logistic Bandits
AISTATS 2022
Self-Concordant Analysis of Generalized Linear Bandits with Forgetting
AISTATS 2021
Instance-Wise Minimax-Optimal Algorithms for Logistic Bandits
AISTATS 2021
A Technical Note on Non-Stationary Parametric Bandits: Existing Mistakes and Preliminary Solutions
ALT 2021
Distributionally Robust Counterfactual Risk Minimization
AAAI 2020
Improved Optimistic Algorithms for Logistic Bandits
ICML 2020