Niv Giladi

Flood forecasting with machine learning models in an operational framework

Sella Nevo, Efrat Morin, Adi Gerzi Rosenthal et al. · Hydrology and earth system sciences · 2022 · 201 citations · Full text

Forecasting Methodology, Hydrological Prediction, Engineering +20

Augment Your Batch: Improving Generalization Through Instance Repetition

Elad Hoffer, Tal Ben‐Nun, Itay Hubara et al. · 2020 · 157 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Multiple Instance Learning +19

Evaluating and Calibrating Uncertainty Prediction in Regression Tasks

Dan Levi, Liran Gispan, Niv Giladi et al. · Sensors · 2022 · 139 citations · Full text

Engineering, Machine Learning, Uncertain Data +24

Augment your batch: better training with larger batches

Elad Hoffer, Tal Ben‐Nun, Itay Hubara et al. · arXiv (Cornell University) · 2019 · 50 citations · Full text

Artificial Intelligence, Large Ai Model, Data Augmentation +15

Evaluating and Calibrating Uncertainty Prediction in Regression Tasks

Dan Levi, Liran Gispan, Niv Giladi et al. · arXiv (Cornell University) · 2019 · 21 citations · Full text

Engineering, Machine Learning, Uncertain Data +23