Tal Ben‐Nun

Demystifying Parallel and Distributed Deep Learning: An In-Depth Concurrency Analysis

Tal Ben‐Nun, Torsten Hoefler · arXiv (Cornell University) · 2018 · 212 citations · Full text

Engineering, Machine Learning, Distributed Algorithms +17

Deep learning for post-processing ensemble weather forecasts

Peter Grönquist, Chengyuan Yao, Tal Ben‐Nun et al. · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 2021 · 192 citations · Full text

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

Sparsity in Deep Learning: Pruning and growth for efficient inference and training in neural networks

Torsten Hoefler, Dan Alistarh, Tal Ben‐Nun et al. · Repository for Publications and Research Data (ETH Zurich) · 2021 · 125 citations · Full text

Artificial Intelligence, Pruned Parameter Efficiency, Sparse Representation +14

Groute

Tal Ben‐Nun, Michael Sutton, Sreepathi Pai et al. · 2017 · 117 citations · Full text

Cluster Computing, Irregular Algorithms, Heterogeneous Computing +14