| 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 | 1371 | 2018 |
| 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 | 664 | 2022 |
| 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 | 335 | 2024 |
| 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 | 232 | 2017 |
| 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 | 198 | 2023 |
| 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 | 132 | 2021 |
| Path planning using neural a* search R Yonetani, T Taniai, M Barekatain, M Nishimura, A Kanezaki International conference on machine learning, 12029-12039, 2021 | 109 | 2021 |
| 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 | 100 | 2021 |
| 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 | 37 | 2018 |
| 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 | 32 | 2019 |
| 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 | 30 | 2017 |
| Persistent message passing H Strathmann, M Barekatain, C Blundell, P Veličković arXiv preprint arXiv:2103.01043, 2021 | 15 | 2021 |
| Quantum circuit optimization with alphatensor FJR Ruiz, T Laakkonen, J Bausch, M Balog, M Barekatain, FJH Heras, ... arXiv preprint arXiv:2402.14396, 2024 | 14 | 2024 |
| 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 | 6 | 2015 |
| 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 | 5 | 2024 |
| The Sensors Are Innovative in Internet of Things M Rezvan, M Barekatain Wireless Internet: 8th International Conference, WICON 2014, Lisbon …, 2015 | 5 | 2015 |
| Situation Awareness for UAVs using Deep Learning techniques M Martí, A Barekatain, HF Shih, S Murray, Y Matsuo, H Prendinger | 2 | 2017 |
| Persistent message passing for graph neural networks H Strathmann, M Barekatain, C Blundell, P Velickovic US Patent App. 17/829,204, 2022 | 1 | 2022 |
| Optimizing algorithms for hardware devices TK Hubert, SC Huang, A Novikov, A Fawzi, B Romera-Paredes, D Silver, ... US Patent App. 17/959,210, 2024 | | 2024 |
| Machine-learned alt text for images and videos S Feuz, M Barekatain | | 2018 |
Mohammadreza RezvanWisconsin Center for Education Research, University of Wisconsin-MadisonAdresse e-mail validée de wisc.edu