Stochastic bandits with pathwise constraints. - Orly Avner; Shie Mannor (CDC/ECC, 2011)

Decoupling Exploration and Exploitation in Multi-Armed Bandits. - Orly Avner; Shie Mannor; Ohad Shamir (ICML, 2012)

Concurrent Bandits and Cognitive Radio Networks. - Orly Avner; Shie Mannor (ECML/PKDD (1), 2014)

Learning to coordinate without communication in multi-user multi-armed bandit problems. - Orly Avner; Shie Mannor (CoRR, 2015)

Multi-user lax communications: A multi-armed bandit approach. - Orly Avner; Shie Mannor (INFOCOM, 2016)

Multi-User Communication Networks: A Coordinated Multi-Armed Bandit Approach. - Orly Avner; Shie Mannor (IEEE/ACM Trans. Netw., 2019)

PDExplain: Contextual Modeling of PDEs in the Wild. - Ori Linial; Orly Avner; Dotan Di Castro (CoRR, 2023)

CONFIDE: Contextual Finite Difference Modelling of PDEs. - Ori Linial; Orly Avner; Dotan Di Castro (KDD, 2024)

SQT - std Q-target. - Nitsan Soffair; Dotan Di Castro; Orly Avner; Shie Mannor (CoRR, 2024)

Beyond Data Scarcity: A Frequency-Driven Framework for Zero-Shot Forecasting. - Liran Nochumsohn; Michal Moshkovitz; Orly Avner; Dotan Di Castro; Omri Azencot (CoRR, 2024)