37 citations · 44 across the 8 of their papers we have counts for
5 papers · 1 filter
Productization Challenges of Contextual Multi-Armed Bandits
David Abensur, Ivan Balashov, Shaked Bar +5
Contextual Multi-Armed Bandits is a well-known and accepted online optimization algorithm, that is used in many Web experiences to tailor content or presentation to users' traffic.…
Search-Based Serving Architecture of Embeddings-Based Recommendations
Sonya Liberman, Shaked Bar, Raphael Vannerom +2
Over the past 10 years, many recommendation techniques have been based on embedding users and items in latent vector spaces, where the inner product of a (user,item) pair of vector…
Budget-Constrained Item Cold-Start Handling in Collaborative Filtering Recommenders via Optimal Design
Oren Anava, Shahar Golan, Nadav Golbandi +4
It is well known that collaborative filtering (CF) based recommender systems provide better modeling of users and items associated with considerable rating history. The lack of his…
Hierarchical Composable Optimization of Web Pages
Ronen Barenboim, Edward Bortnikov, Nadav Golbandi +6
The process of creating modern Web media experiences is challenged by the need to adapt the content and presentation choices to dynamic real-time fluctuations of user interest acro…
On the Impact of Random Index-Partitioning on Index Compression
M. Feldman, R. Lempel, O. Somekh +1
The performance of processing search queries depends heavily on the stored index size. Accordingly, considerable research efforts have been devoted to the development of efficient…