| Ensemble multicolour FRET model enables barcoding at extreme FRET levels M Dagher, M Kleinman, A Ng, D Juncker Nature nanotechnology 13 (10), 925-932, 2018 | 75 | 2018 |
| A mechanistic multi-area recurrent network model of decision-making M Kleinman, C Chandrasekaran, J Kao Advances in neural information processing systems 34, 23152-23165, 2021 | 46* | 2021 |
| Gacs-Korner Common Information Variational Autoencoder M Kleinman, A Achille, S Soatto, J Kao NeurIPS 2023, 2023 | 25 | 2023 |
| Critical learning periods for multisensory integration in deep networks M Kleinman, A Achille, S Soatto Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 20 | 2023 |
| Redundant Information Neural Estimation M Kleinman, A Achille, S Soatto, J Kao Entropy 23 (7), 922, 2021 | 17 | 2021 |
| Usable Information and Evolution of Optimal Representations During Training M Kleinman, A Achille, D Idnani, JC Kao International Conference on Learning Representations, 2021 | 16 | 2021 |
| Critical Learning Periods Emerge Even in Deep Linear Networks M Kleinman, A Achille, S Soatto ICLR 2024, 2024 | 15 | 2024 |
| The information bottleneck as a principle underlying multi-area cortical representations during decision-making M Kleinman, T Wang, D Xiao, E Feghhi, K Lee, N Carr, Y Li, N Hadidi, ... bioRxiv, 2023.07. 12.548742, 2025 | 8* | 2025 |
| Learning rule influences recurrent network representations but not attractor structure in decision-making tasks B McMahan, M Kleinman, J Kao Advances in Neural Information Processing Systems 34, 21972-21983, 2021 | 8 | 2021 |
| Towards a theory of learning dynamics in deep state space models J Smékal, JTH Smith, M Kleinman, D Biderman, SW Linderman arXiv preprint arXiv:2407.07279, 2024 | 7 | 2024 |
| e1: Learning adaptive control of reasoning effort M Kleinman, M Trager, A Achille, W Xia, S Soatto arXiv preprint arXiv:2510.27042, 2025 | 2 | 2025 |
| Latts: Locally adaptive test-time scaling T Uscidda, M Trager, M Kleinman, A Chattopadhyay, W Xia, S Soatto arXiv preprint arXiv:2509.20368, 2025 | 2 | 2025 |
| Experience-Guided Adaptation of Inference-Time Reasoning Strategies A Stein, M Trager, B Bowman, M Kleinman, A Chattopadhyay, W Xia, ... arXiv preprint arXiv:2511.11519, 2025 | | 2025 |
| Re-FORC: Adaptive Reward Prediction for Efficient Chain-of-Thought Reasoning R Zabounidis, A Golatkar, M Kleinman, A Achille, W Xia, S Soatto arXiv preprint arXiv:2511.02130, 2025 | | 2025 |
| On the Structure and Learning of Perceptual Representations in Deep Neural Networks MJ Kleinman University of California, Los Angeles, 2023 | | 2023 |
| Method for optimizing fluorescence-based detection D Juncker, M DAGHER, M Kleinman US Patent App. 16/153,071, 2019 | | 2019 |
Jonathan KaoUniversity of California, Los AngelesVerified email at seas.ucla.edu
