Mohammadamin Barekatain

According to our database, Mohammadamin Barekatain authored at least 15 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Mathematical discoveries from program search with large language models.

Bernardino Romera-Paredes, Mohammadamin Barekatain, Alexander Novikov, Matej Balog, M. Pawan Kumar, Emilien Dupont, Francisco J. R. Ruiz, Jordan S. Ellenberg, Pengming Wang, Omar Fawzi, Pushmeet Kohli, Alhussein Fawzi

Nat., January, 2024

Quantum Circuit Optimization with AlphaTensor.

Francisco J. R. Ruiz, Tuomas Laakkonen, Johannes Bausch, Matej Balog, Mohammadamin Barekatain, Francisco J. H. Heras, Alexander Novikov, Nathan Fitzpatrick, Bernardino Romera-Paredes, John van de Wetering, Alhussein Fawzi, Konstantinos Meichanetzidis, Pushmeet Kohli

CoRR, 2024

2023

Faster sorting algorithms discovered using deep reinforcement learning.

Daniel J. Mankowitz, Andrea Michi, Anton Zhernov, Marco Gelmi, Marco Selvi, Cosmin Paduraru, Edouard Leurent, Shariq Iqbal, Jean-Baptiste Lespiau, Alex Ahern, Thomas Köppe, Kevin Millikin, Stephen Gaffney, Sophie Elster, Jackson Broshear, Chris Gamble, Kieran Milan, Robert Tung, Minjae Hwang, A. Taylan Cemgil, Mohammadamin Barekatain, Yujia Li, Amol Mandhane, Thomas Hubert, Julian Schrittwieser, Demis Hassabis, Pushmeet Kohli, Martin A. Riedmiller, Oriol Vinyals, David Silver

Nat., 2023

2022

Discovering faster matrix multiplication algorithms with reinforcement learning.

Alhussein Fawzi, Matej Balog, Aja Huang, Thomas Hubert, Bernardino Romera-Paredes, Mohammadamin Barekatain, Alexander Novikov, Francisco J. R. Ruiz, Julian Schrittwieser, Grzegorz Swirszcz, David Silver, Demis Hassabis, Pushmeet Kohli

Nat., 2022

2021

Persistent Message Passing.

Heiko Strathmann, Mohammadamin Barekatain, Charles Blundell, Petar Velickovic

CoRR, 2021

Online and Offline Reinforcement Learning by Planning with a Learned Model.

Julian Schrittwieser, Thomas Hubert, Amol Mandhane, Mohammadamin Barekatain, Ioannis Antonoglou, David Silver

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Path Planning using Neural A* Search.

Ryo Yonetani, Tatsunori Taniai, Mohammadamin Barekatain, Mai Nishimura, Asako Kanezaki

Proceedings of the 38th International Conference on Machine Learning, 2021

Learning and Planning in Complex Action Spaces.

Thomas Hubert, Julian Schrittwieser, Ioannis Antonoglou, Mohammadamin Barekatain, Simon Schmitt, David Silver

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

MULTIPOLAR: Multi-Source Policy Aggregation for Transfer Reinforcement Learning between Diverse Environmental Dynamics.

Mohammadamin Barekatain, Ryo Yonetani, Masashi Hamaya

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2018

Machine learning for internet of things data analysis: a survey.

Mohammad Saeid Mahdavinejad, Mohammadreza Rezvan, Mohammadamin Barekatain, Peyman Adibi, Payam M. Barnaghi, Amit P. Sheth

Digit. Commun. Networks, 2018

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

Ziga Avsec, Mohammadamin Barekatain, Jun Cheng, Julien Gagneur

Bioinform., 2018

2017

Speedup of deep learning ensembles for semantic segmentation using a model compression technique.

Andrew Holliday, Mohammadamin Barekatain, Johannes Laurmaa, Chetak Kandaswamy, Helmut Prendinger

Comput. Vis. Image Underst., 2017

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

Mohammadamin Barekatain, Miquel Martí, Hsueh-Fu Shih, Samuel Murray, Kotaro Nakayama, Yutaka Matsuo, Helmut Prendinger

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2015

Applying an innovative semantic sensor network model in Internet of Things.

Mohammadreza Rezvan, Mohammadamin Barekatain, Ahmad Zaeri, Kazem Taghandiki

Proceedings of the International Conference on Information and Communication Technology Convergence, 2015

2014

The Sensors Are Innovative in Internet of Things.

Mohammadreza Rezvan, Mohammadamin Barekatain

Proceedings of the Wireless Internet - 8th International Conference, 2014