Gianmarco Genalti

7 papers · 2023–2025 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) ⚡ Prolific Year · Productive

Venues

COLT (2) ICML (2) AAAI (1) AISTATS (1) IJCAI (1)

Top co-authors

Nicola Gatti (6) Alberto Maria Metelli (4) Marco Mussi (3) Marcello Restelli (3) Matteo Castiglioni (2) Andrea Sala (1) Alberto Marchesi (1) Giovanni Miragliotta (1) Alessandro Nuara (1) Jacopo Germano (1)

Research topics

Mathematics & Optimization (4) Machine Learning (3) Optimization (3) Optimization & Theory (3) Reinforcement Learning (2) Learning Types (2) Methods (2) Computer Vision (1) Deep Learning (1) Architectures (1) Domain-Specific (1) Mathematics (1) Processing (1) Statistics (1)

Keywords

online learning (4) regret minimization (2) computer vision (1) sequential decision making (1) stochastic reward (1) optimal policy (1) online learning algorithm (1) regret (1) multi-armed bandit (1) adaptive algorithm (1) heavy-tailed distribution (1) bandit algorithm (1) constraint violation (1) dynamic pricing (1) autoregressive process (1) optimization horizon (1) a/b testing (1) restless bandit (1) rested bandit (1) visual transformer (1)

Papers

Open Problem: Regret Minimization in Heavy-Tailed Bandits with Unknown Distributional Parameters COLT 2025 Autoregressive Bandits AISTATS 2024 Enhancing Manufacturing with AI-powered Process Design IJCAI 2024 Graph-Triggered Rising Bandits ICML 2024 Online Learning in CMDPs: Handling Stochastic and Adversarial Constraints ICML 2024 (ε, u)-Adaptive Regret Minimization in Heavy-Tailed Bandits COLT 2024 Dynamic Pricing with Volume Discounts in Online Settings AAAI 2023