PPaperPicks

Davide Maran

8 papers at tracked venues · 5 at CORE A* · active 2024–2026

Venues

Frequent coauthors

Marcello Restelli
×7
Alberto Maria Metelli
×4
Nicola Gatti
×3
Matteo Papini
×3
Francesco Bacchiocchi
×2
Francesco Emanuele Stradi
×2
Csaba Szepesvári
×1
Gianmarco Genalti
×1
Marco Mussi
×1
Matteo Castiglioni
×1
Pierriccardo Olivieri
×1
Giuseppe Urso
×1

Papers

  1. Online Market Making and the Value of Observing the Order Book
    COLT 2026 · Davide Maran,
    Marcello Restelli
  2. Beyond Least Squares: Uniform Approximation and the Hidden Cost of Misspecification
    NeurIPS 2025 · Davide Maran,
    Csaba Szepesvári
  3. Autoregressive Bandits
    AISTATS 2024 ·
    Francesco Bacchiocchi
    ,
    Gianmarco Genalti
    , Davide Maran,
    Marco Mussi
    ,
    Marcello Restelli
    ,
    Nicola Gatti
    ,
    Alberto Maria Metelli
  4. Bandits with Ranking Feedback
    NeurIPS 2024 · Davide Maran,
    Francesco Bacchiocchi
    ,
    Francesco Emanuele Stradi
    ,
    Matteo Castiglioni
    ,
    Nicola Gatti
    ,
    Marcello Restelli
  5. Local Linearity: the Key for No-regret Reinforcement Learning in Continuous MDPs
    NeurIPS 2024 · Davide Maran,
    Alberto Maria Metelli
    ,
    Matteo Papini
    ,
    Marcello Restelli
  6. No-Regret Reinforcement Learning in Smooth MDPs
    ICML 2024 · Davide Maran,
    Alberto Maria Metelli
    ,
    Matteo Papini
    ,
    Marcello Restelli
  7. Online Markov Decision Processes Configuration with Continuous Decision Space
    AAAI 2024 · Davide Maran,
    Pierriccardo Olivieri
    ,
    Francesco Emanuele Stradi
    ,
    Giuseppe Urso
    ,
    Nicola Gatti
    ,
    Marcello Restelli
  8. Projection by Convolution: Optimal Sample Complexity for Reinforcement Learning in Continuous-Space MDPs
    COLT 2024 · Davide Maran,
    Alberto Maria Metelli
    ,
    Matteo Papini
    ,
    Marcello Restelli