Mohammadamin Barekatain

Discovering faster matrix multiplication algorithms with reinforcement learning

Alhussein Fawzi, Matej Balog, Aja Huang et al. · Nature · 2022 · 450 citations · Full text

Computing, Computer Science, Algorithms +14

Mathematical discoveries from program search with large language models

Bernardino Romera‐Paredes, Mohammadamin Barekatain, Alexander Novikov et al. · Nature · 2023 · 346 citations · Full text

Computing, Computer Science, Mathematics +13

Okutama-Action: An Aerial View Video Dataset for Concurrent Human Action Detection

Mohammadamin Barekatain, Miquel Martí, Hsueh-Fu Shih et al. · 2017 · 194 citations

Computing, Autonomous Systems, Computer Vision +11

Faster sorting algorithms discovered using deep reinforcement learning

Daniel J. Mankowitz, Andrea Michi, Anton Zhernov et al. · Nature · 2023 · 161 citations · Full text

Computing, Computer Science, Algorithms +15

Modeling positional effects of regulatory sequences with spline transformations increases prediction accuracy of deep neural networks

Žiga Avsec, Mohammadamin Barekatain, Jun Cheng et al. · Bioinformatics · 2017 · 37 citations · Full text

Life Sciences, Bioinformatics, Molecular Biology +17