99 citations · 183 across the 9 of their papers we have counts for
9 papers
Rollout Heuristics for Online Stochastic Contingent Planning
Oded Blumenthal, Guy Shani
Partially observable Markov decision processes (POMDP) are a useful model for decision-making under partial observability and stochastic actions. Partially Observable Monte-Carlo P…
Patient-level Microsatellite Stability Assessment from Whole Slide Images By Combining Momentum Contrast Learning and Group Patch Embeddings
Daniel Shats, Hadar Hezi, Guy Shani +2
Assessing microsatellite stability status of a patient's colorectal cancer is crucial in personalizing treatment regime. Recently, convolutional-neural-networks (CNN) combined with…
Partial Disclosure of Private Dependencies in Privacy Preserving Planning
Rotem Lev Lehman, Guy Shani, Roni Stern
In collaborative privacy preserving planning (CPPP), a group of agents jointly creates a plan to achieve a set of goals while preserving each others' privacy. During planning, agen…
Diversity in News Recommendations
Abraham Bernstein, Claes de Vreese, Natali Helberger +19
News diversity in the media has for a long time been a foundational and uncontested basis for ensuring that the communicative needs of individuals and society at large are met. Tod…
A difficulty ranking approach to personalization in E-learning
Avi Segal, Kobi Gal, Guy Shani +1
The prevalence of e-learning systems and on-line courses has made educational material widely accessible to students of varying abilities and backgrounds. There is thus a growing n…
Replanning in Domains with Partial Information and Sensing Actions
Ronen I. Brafman, Guy Shani
Replanning via determinization is a recent, popular approach for online planning in MDPs. In this paper we adapt this idea to classical, non-stochastic domains with partial informa…