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Mohammadamin Barekatain
Mohammadamin Barekatain
DeepMind
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Title
Cited by
Cited by
Year
Machine learning for Internet of Things data analysis: A survey
MS Mahdavinejad, M Rezvan, M Barekatain, P Adibi, P Barnaghi, ...
Digital Communications and Networks 4 (3), 161-175, 2018
11942018
Discovering faster matrix multiplication algorithms with reinforcement learning
A Fawzi, M Balog, A Huang, T Hubert, B Romera-Paredes, M Barekatain, ...
Nature 610 (7930), 47-53, 2022
4222022
Okutama-action: An aerial view video dataset for concurrent human action detection
M Barekatain, M Martí, HF Shih, S Murray, K Nakayama, Y Matsuo, ...
Proceedings of the IEEE conference on computer vision and pattern …, 2017
1982017
Online and offline reinforcement learning by planning with a learned model
J Schrittwieser, T Hubert, A Mandhane, M Barekatain, I Antonoglou, ...
Advances in Neural Information Processing Systems 34, 27580-27591, 2021
1012021
Faster sorting algorithms discovered using deep reinforcement learning
DJ Mankowitz, A Michi, A Zhernov, M Gelmi, M Selvi, C Paduraru, ...
Nature 618 (7964), 257-263, 2023
792023
Path planning using neural a* search
R Yonetani, T Taniai, M Barekatain, M Nishimura, A Kanezaki
International conference on machine learning, 12029-12039, 2021
792021
Mathematical discoveries from program search with large language models
B Romera-Paredes, M Barekatain, A Novikov, M Balog, MP Kumar, ...
Nature 625 (7995), 468-475, 2024
652024
Learning and planning in complex action spaces
T Hubert, J Schrittwieser, I Antonoglou, M Barekatain, S Schmitt, D Silver
International Conference on Machine Learning, 4476-4486, 2021
612021
Modeling positional effects of regulatory sequences with spline transformations increases prediction accuracy of deep neural networks
Ž Avsec, M Barekatain, J Cheng, J Gagneur
Bioinformatics 34 (8), 1261-1269, 2018
352018
Speedup of deep learning ensembles for semantic segmentation using a model compression technique
A Holliday, M Barekatain, J Laurmaa, C Kandaswamy, H Prendinger
Computer Vision and Image Understanding 164, 16-26, 2017
292017
MULTIPOLAR: Multi-Source Policy Aggregation for Transfer Reinforcement Learning between Diverse Environmental Dynamics
M Barekatain, R Yonetani, M Hamaya
International Joint Conference on Artificial Intelligence (IJCAI), 2019
272019
Persistent message passing
H Strathmann, M Barekatain, C Blundell, P Veličković
arXiv preprint arXiv:2103.01043, 2021
132021
Inference apparatus, inference method, and computer-readable storage medium storing an inference program
R Yonetani, M Suwa, M Barekatain, Y Ijiri, H Miyaura
US Patent 11,941,868, 2024
52024
Applying an innovative semantic sensor network model in internet of things
M Rezvan, M Barekatain, A Zaeri, K Taghandiki
2015 International conference on information and communication technology …, 2015
52015
The Sensors Are Innovative in Internet of Things
M Rezvan, M Barekatain
Wireless Internet: 8th International Conference, WICON 2014, Lisbon …, 2015
52015
Situation Awareness for UAVs using Deep Learning techniques
M Martí, A Barekatain, HF Shih, S Murray, Y Matsuo, H Prendinger
22017
Persistent message passing for graph neural networks
H Strathmann, M Barekatain, C Blundell, P Velickovic
US Patent App. 17/829,204, 2022
12022
Quantum Circuit Optimization with AlphaTensor
FJR Ruiz, T Laakkonen, J Bausch, M Balog, M Barekatain, FJH Heras, ...
arXiv preprint arXiv:2402.14396, 2024
2024
Machine-learned alt text for images and videos
S Feuz, M Barekatain
2018
AUTOMATIC DUBBING OF VIDEOS WITH MULTIPLE SPEAKERS
S Feuz, M Barekatain
2018
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Articles 1–20