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Avinatan Hassidim

Google Research, Tel-Aviv, Israel

Dynamic Planning in Open-Ended Dialogue using Reinforcement Learning


Jul 25, 2022
Deborah Cohen, Moonkyung Ryu, Yinlam Chow, Orgad Keller, Ido Greenberg, Avinatan Hassidim, Michael Fink, Yossi Matias, Idan Szpektor, Craig Boutilier, Gal Elidan


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TRUE: Re-evaluating Factual Consistency Evaluation


Apr 11, 2022
Or Honovich, Roee Aharoni, Jonathan Herzig, Hagai Taitelbaum, Doron Kukliansy, Vered Cohen, Thomas Scialom, Idan Szpektor, Avinatan Hassidim, Yossi Matias

* Accepted as a long paper to NAACL 2022 main conference 

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Flood forecasting with machine learning models in an operational framework


Nov 04, 2021
Sella Nevo, Efrat Morin, Adi Gerzi Rosenthal, Asher Metzger, Chen Barshai, Dana Weitzner, Dafi Voloshin, Frederik Kratzert, Gal Elidan, Gideon Dror, Gregory Begelman, Grey Nearing, Guy Shalev, Hila Noga, Ira Shavitt, Liora Yuklea, Moriah Royz, Niv Giladi, Nofar Peled Levi, Ofir Reich, Oren Gilon, Ronnie Maor, Shahar Timnat, Tal Shechter, Vladimir Anisimov, Yotam Gigi, Yuval Levin, Zach Moshe, Zvika Ben-Haim, Avinatan Hassidim, Yossi Matias

* 36 pages, 10 figures, 3 tables, 1 supplementary table (9 pages) 

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Adversarial Robustness of Streaming Algorithms through Importance Sampling


Jun 28, 2021
Vladimir Braverman, Avinatan Hassidim, Yossi Matias, Mariano Schain, Sandeep Silwal, Samson Zhou


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Explaining in Style: Training a GAN to explain a classifier in StyleSpace


Apr 27, 2021
Oran Lang, Yossi Gandelsman, Michal Yarom, Yoav Wald, Gal Elidan, Avinatan Hassidim, William T. Freeman, Phillip Isola, Amir Globerson, Michal Irani, Inbar Mosseri

* First four authors contributed equally. Project page: https://explaining-in-style.github.io/ 

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ML-based Flood Forecasting: Advances in Scale, Accuracy and Reach


Dec 06, 2020
Sella Nevo, Gal Elidan, Avinatan Hassidim, Guy Shalev, Oren Gilon, Grey Nearing, Yossi Matias

* Submitted/accepted to NeurIPS HADR workshop: https://www.hadr.ai/home 

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An Optimal Elimination Algorithm for Learning a Best Arm


Jun 20, 2020
Avinatan Hassidim, Ron Kupfer, Yaron Singer


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Adversarially Robust Streaming Algorithms via Differential Privacy


Apr 13, 2020
Avinatan Hassidim, Haim Kaplan, Yishay Mansour, Yossi Matias, Uri Stemmer


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Spectral Algorithm for Low-rank Multitask Regression


Oct 27, 2019
Yotam Gigi, Ami Wiesel, Sella Nevo, Gal Elidan, Avinatan Hassidim, Yossi Matias


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