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Yossi Matias

Google Research, Tel-Aviv, Israel

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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Physics-Aware Downsampling with Deep Learning for Scalable Flood Modeling


Jun 14, 2021
Niv Giladi, Zvika Ben-Haim, Sella Nevo, Yossi Matias, Daniel Soudry


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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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Adversarially Robust Streaming Algorithms via Differential Privacy


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


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Detecting Deficient Coverage in Colonoscopies


Jan 26, 2020
Daniel Freedman, Yochai Blau, Liran Katzir, Amit Aides, Ilan Shimshoni, Danny Veikherman, Tomer Golany, Ariel Gordon, Greg Corrado, Yossi Matias, Ehud Rivlin

* Compliance with internal requirements 

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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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Personalizing ASR for Dysarthric and Accented Speech with Limited Data


Jul 31, 2019
Joel Shor, Dotan Emanuel, Oran Lang, Omry Tuval, Michael Brenner, Julie Cattiau, Fernando Vieira, Maeve McNally, Taylor Charbonneau, Melissa Nollstadt, Avinatan Hassidim, Yossi Matias

* 5 pages 

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Audio De-identification: A New Entity Recognition Task


Mar 17, 2019
Ido Cohn, Itay Laish, Genady Beryozkin, Gang Li, Izhak Shafran, Idan Szpektor, Tzvika Hartman, Avinatan Hassidim, Yossi Matias

* Accepted to NAACL 2019 Industry Track 

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Differentially Private Learning of Geometric Concepts


Feb 13, 2019
Haim Kaplan, Yishay Mansour, Yossi Matias, Uri Stemmer


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ML for Flood Forecasting at Scale


Jan 28, 2019
Sella Nevo, Vova Anisimov, Gal Elidan, Ran El-Yaniv, Pete Giencke, Yotam Gigi, Avinatan Hassidim, Zach Moshe, Mor Schlesinger, Guy Shalev, Ajai Tirumali, Ami Wiesel, Oleg Zlydenko, Yossi Matias

* The 2-page paper sent to NeurIPS 2018 AI for social good workshop 

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Towards Global Remote Discharge Estimation: Using the Few to Estimate The Many


Jan 03, 2019
Yotam Gigi, Gal Elidan, Avinatan Hassidim, Yossi Matias, Zach Moshe, Sella Nevo, Guy Shalev, Ami Wiesel

* The 4-page paper sent to NeurIPS 2018 AI for social good workshop 

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LSH Microbatches for Stochastic Gradients: Value in Rearrangement


Oct 05, 2018
Eliav Buchnik, Edith Cohen, Avinatan Hassidim, Yossi Matias

* 13 pages 

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