Gianmarco Genalti
7 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (9) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10)
β‘
Prolific Year
(5)
Conferences
COLT (2)
ICML (2)
AAAI (1)
AISTATS (1)
IJCAI (1)
Top co-authors
Keywords
online learning
(2)
regret minimization
(2)
sequential decision-making
(1)
computer vision
(1)
online learning algorithm
(1)
multi-armed bandit
(1)
adaptive algorithm
(1)
heavy-tailed distribution
(1)
bandit algorithm
(1)
dynamic pricing
(1)
autoregressive process
(1)
optimization horizon
(1)
a/b testing
(1)
visual transformer
(1)
manufacturing process
(1)
trimmed mean estimator
(1)
manufacturing process design
(1)
production cycle generation
(1)
volume discount
(1)
demand curve
(1)
Papers
Open Problem: Regret Minimization in Heavy-Tailed Bandits with Unknown Distributional Parameters
COLT 2025
Autoregressive Bandits
AISTATS 2024
(Ξ΅, u)-Adaptive Regret Minimization in Heavy-Tailed Bandits
COLT 2024
Graph-Triggered Rising Bandits
ICML 2024
Online Learning in CMDPs: Handling Stochastic and Adversarial Constraints
ICML 2024
Enhancing Manufacturing with AI-powered Process Design
IJCAI 2024
Dynamic Pricing with Volume Discounts in Online Settings
AAAI 2023