Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Niv Giladi

Niv Giladi

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) 

  Access Paper or Ask Questions

Physics-Aware Downsampling with Deep Learning for Scalable Flood Modeling


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


  Access Paper or Ask Questions

At Stability's Edge: How to Adjust Hyperparameters to Preserve Minima Selection in Asynchronous Training of Neural Networks?


Sep 26, 2019
Niv Giladi, Mor Shpigel Nacson, Elad Hoffer, Daniel Soudry


  Access Paper or Ask Questions

Evaluating and Calibrating Uncertainty Prediction in Regression Tasks


May 30, 2019
Dan Levi, Liran Gispan, Niv Giladi, Ethan Fetaya


  Access Paper or Ask Questions

Augment your batch: better training with larger batches


Jan 27, 2019
Elad Hoffer, Tal Ben-Nun, Itay Hubara, Niv Giladi, Torsten Hoefler, Daniel Soudry


  Access Paper or Ask Questions