Anna Lunghi

According to our database, Anna Lunghi authored at least 7 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

The Sample Complexity of Uniform Approximation for Multi-Dimensional CDFs and Fixed-Price Mechanisms.

Matteo Castiglioni, Anna Lunghi, Alberto Marchesi

CoRR, February, 2026

A Stronger Benchmark for Online Bilateral Trade: From Fixed Prices to Distributions.

Anna Lunghi, Mattia Piccinato, Matteo Castiglioni, Alberto Marchesi

CoRR, February, 2026

Better Regret Rates in Bilateral Trade via Sublinear Budget Violation.

Anna Lunghi, Matteo Castiglioni, Alberto Marchesi

Proceedings of the 2026 Annual ACM-SIAM Symposium on Discrete Algorithms, 2026

2025

Online Two-Sided Markets: Many Buyers Enhance Learning.

Anna Lunghi, Matteo Castiglioni, Alberto Marchesi

CoRR, March, 2025

Policy Optimization for CMDPs with Bandit Feedback: Learning Stochastic and Adversarial Constraints.

Francesco Emanuele Stradi, Anna Lunghi, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Best-of-Both-Worlds Policy Optimization for CMDPs with Bandit Feedback.

Francesco Emanuele Stradi, Anna Lunghi, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti

CoRR, 2024

Learning Constrained Markov Decision Processes With Non-stationary Rewards and Constraints.

Francesco Emanuele Stradi, Anna Lunghi, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti

CoRR, 2024