Online Learning for Time Series Prediction. - Oren Anava; Elad Hazan; Shie Mannor; Ohad Shamir (COLT, 2013)

Online Learning for Loss Functions with Memory and Applications to Statistical Arbitrage - Oren Anava; Elad Hazan; Shie Mannor (CoRR, 2013)

Online Time Series Prediction with Missing Data. - Oren Anava; Elad Hazan; Assaf Zeevi (ICML, 2015)

Online Learning for Adversaries with Memory: Price of Past Mistakes. - Oren Anava; Elad Hazan; Shie Mannor (NIPS, 2015)

ExcUseMe: Asking Users to Help in Item Cold-Start Recommendations. - Michal Aharon; Oren Anava; Noa Avigdor-Elgrabli; Dana Drachsler-Cohen; Shahar Golan; Oren Somekh (RecSys, 2015)

Budget-Constrained Item Cold-Start Handling in Collaborative Filtering Recommenders via Optimal Design. - Oren Anava; Shahar Golan; Nadav Golbandi; Zohar Shay Karnin; Ronny Lempel; Oleg Rokhlenko; Oren Somekh (WWW, 2015)

Heteroscedastic Sequences: Beyond Gaussianity. - Oren Anava; Shie Mannor (ICML, 2016)

k*-Nearest Neighbors: From Global to Local. - Oren Anava; Kfir Y. Levy (NIPS, 2016)

Multi-armed Bandits: Competing with Optimal Sequences. - Zohar S. Karnin; Oren Anava (NIPS, 2016)