Mohammadamin Barekatain

1.2k total citations · 2 hit papers
10 papers, 559 citations indexed

About

Mohammadamin Barekatain is a scholar working on Artificial Intelligence, Computational Theory and Mathematics and Computer Vision and Pattern Recognition. According to data from OpenAlex, Mohammadamin Barekatain has authored 10 papers receiving a total of 559 indexed citations (citations by other indexed papers that have themselves been cited), including 7 papers in Artificial Intelligence, 3 papers in Computational Theory and Mathematics and 2 papers in Computer Vision and Pattern Recognition. Recurrent topics in Mohammadamin Barekatain's work include Artificial Intelligence in Games (2 papers), Multimodal Machine Learning Applications (2 papers) and Reinforcement Learning in Robotics (1 paper). Mohammadamin Barekatain is often cited by papers focused on Artificial Intelligence in Games (2 papers), Multimodal Machine Learning Applications (2 papers) and Reinforcement Learning in Robotics (1 paper). Mohammadamin Barekatain collaborates with scholars based in United Kingdom, Germany and Japan. Mohammadamin Barekatain's co-authors include Alexander Novikov, Francisco J. R. Ruiz, Bernardino Romera‐Paredes, Matej Balog, Alhussein Fawzi, Pushmeet Kohli, Helmut Prendinger, David Silver, Thomas Hubert and Julian Schrittwieser and has published in prestigious journals such as Nature, Bioinformatics and Computer Vision and Image Understanding.

In The Last Decade

Mohammadamin Barekatain

10 papers receiving 533 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Discovering faster matrix multiplication algorithms with reinforcement learning

2022 244 citations Alhussein Fawzi, Matej Balog et al. Nature profile →
Mathematical discoveries from program search with large language models

2023 124 citations Bernardino Romera‐Paredes, Mohammadamin Barekatain et al. Nature profile →

Peers

Countries citing papers authored by Mohammadamin Barekatain

Since Specialization

Citations

This map shows the geographic impact of Mohammadamin Barekatain's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Mohammadamin Barekatain with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mohammadamin Barekatain more than expected).

Fields of papers citing papers by Mohammadamin Barekatain

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Mohammadamin Barekatain. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Mohammadamin Barekatain. The network helps show where Mohammadamin Barekatain may publish in the future.

Co-authorship network of co-authors of Mohammadamin Barekatain

This figure shows the co-authorship network connecting the top 25 collaborators of Mohammadamin Barekatain. A scholar is included among the top collaborators of Mohammadamin Barekatain based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Mohammadamin Barekatain. Mohammadamin Barekatain is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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10 of 10 papers shown

#	Work	Indexed citations
1	Quantum circuit optimization with AlphaTensor 2025 ·Nature Machine Intelligence ·Francisco J. R. Ruiz, (unknown), Johannes Bausch, Matej Balog, Mohammadamin Barekatain, Francisco J. H. Heras, Alexander Novikov, (unknown), Bernardino Romera‐Paredes, John van de Wetering, Alhussein Fawzi, Konstantinos Meichanetzidis, Pushmeet Kohli	2
2	Mathematical discoveries from program search with large language models breakdown → 2023 ·Nature ·Bernardino Romera‐Paredes, Mohammadamin Barekatain, Alexander Novikov, Matej Balog, Manish Kumar, Emilien Dupont, Francisco J. R. Ruiz, Jordan S. Ellenberg, Pengming Wang, Omar Fawzi, Pushmeet Kohli, Alhussein Fawzi	124
3	Discovering faster matrix multiplication algorithms with reinforcement learning breakdown → 2022 ·Nature ·Alhussein Fawzi, Matej Balog, Aja Huang, Thomas Hubert, Bernardino Romera‐Paredes, Mohammadamin Barekatain, Alexander Novikov, Francisco J. R. Ruiz, Julian Schrittwieser, Grzegorz Świrszcz, David Silver, Demis Hassabis, Pushmeet Kohli	244
4	Learning and Planning in Complex Action Spaces 2021 ·International Conference on Machine Learning ·Thomas Hubert, Julian Schrittwieser, Ioannis Antonoglou, Mohammadamin Barekatain, Simon Schmitt, David Silver	7
5	Path Planning using Neural A* Search 2021 ·Tokyo Tech Research Repository (Tokyo Institute of Technology) ·Ryo Yonetani, Tatsunori Taniai, Mohammadamin Barekatain, (unknown), Asako Kanezaki	1
6	Persistent Message Passing 2021 ·arXiv (Cornell University) ·Heiko Strathmann, Mohammadamin Barekatain, Charles D. Blundell, Petar Veličković	1
7	Modeling positional effects of regulatory sequences with spline transformations increases prediction accuracy of deep neural networks 2017 ·Bioinformatics ·Žiga Avsec, Mohammadamin Barekatain, Jun Cheng, Julien Gagneur	20
8	Okutama-Action: An Aerial View Video Dataset for Concurrent Human Action Detection 2017 ·Mohammadamin Barekatain, (unknown), (unknown), Samuel Murray, Kotaro Nakayama, Yutaka Matsuo, Helmut Prendinger	133
9	Speedup of deep learning ensembles for semantic segmentation using a model compression technique 2017 ·Computer Vision and Image Understanding ·(unknown), Mohammadamin Barekatain, (unknown), (unknown), Helmut Prendinger	23
10	Applying an innovative semantic sensor network model in Internet of Things 2015 ·(unknown), Mohammadamin Barekatain, (unknown), (unknown)	4

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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