Characterizing control between interacting subsystems with deep Jacobian estimation.

Mitchell Ostrow

Adam Eisen Mitchell Ostrow Sarthak Chandra Leo Kozachkov Earl K. Miller Ila R. Fiete Characterizing control between interacting subsystems with deep Jacobian estimation. 2025 July abs/2507.01946 CoRR https://doi.org/10.48550/arXiv.2507.01946 db/journals/corr/corr2507.html#abs-2507-01946 streams/journals/corr

Ann Huang Mitchell Ostrow Satpreet H. Singh Leo Kozachkov Ila Fiete Kanaka Rajan InputDSA: Demixing then Comparing Recurrent and Externally Driven Dynamics. 2025 October abs/2510.25943 CoRR https://doi.org/10.48550/arXiv.2510.25943 db/journals/corr/corr2510.html#abs-2510-25943 streams/journals/corr

Arman Behrad Mitchell Ostrow Mohammad Taha Fakharian Ila Fiete Christian Beste Shervin Safavi Fast dynamical similarity analysis. 2025 November abs/2511.22828 CoRR https://doi.org/10.48550/arXiv.2511.22828 db/journals/corr/corr2511.html#abs-2511-22828 streams/journals/corr

Qiyao Liang Ziming Liu 0001 Mitchell Ostrow Ila Fiete How Diffusion Models Learn to Factorize and Compose. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/1b60893887328a6a50dd00ae0d5ed51a-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#LiangLOF24

Rylan Schaeffer Nika Zahedi Mikail Khona Dhruv Pai Sang T. Truong Yilun Du Mitchell Ostrow Sarthak Chandra Andres Carranza Ila Rani Fiete Andrey Gromov Sanmi Koyejo Bridging Associative Memory and Probabilistic Modeling. 2024 abs/2402.10202 CoRR https://doi.org/10.48550/arXiv.2402.10202 db/journals/corr/corr2402.html#abs-2402-10202

Mitchell Ostrow Adam Eisen Ila Fiete Delay Embedding Theory of Neural Sequence Models. 2024 abs/2406.11993 CoRR https://doi.org/10.48550/arXiv.2406.11993 db/journals/corr/corr2406.html#abs-2406-11993 streams/journals/corr

Qiyao Liang Ziming Liu 0001 Mitchell Ostrow Ila Fiete How Diffusion Models Learn to Factorize and Compose. 2024 abs/2408.13256 CoRR https://doi.org/10.48550/arXiv.2408.13256 db/journals/corr/corr2408.html#abs-2408-13256 streams/journals/corr

Mitchell Ostrow Adam Eisen Leo Kozachkov Ila Fiete Beyond Geometry: Comparing the Temporal Structure of Computation in Neural Circuits with Dynamical Similarity Analysis. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/6ac807c9b296964409b277369e55621a-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#OstrowEKF23

Mitchell Ostrow Adam Eisen Leo Kozachkov Ila Fiete Beyond Geometry: Comparing the Temporal Structure of Computation in Neural Circuits with Dynamical Similarity Analysis. 2023 abs/2306.10168 CoRR https://doi.org/10.48550/arXiv.2306.10168 db/journals/corr/corr2306.html#abs-2306-10168

Arman Behrad Christian Beste Andres Carranza Sarthak Chandra Yilun Du Adam Eisen Mohammad Taha Fakharian Ila FieteIla R. FieteIla Rani Fiete Andrey Gromov Ann Huang Mikail Khona Oluwasanmi KoyejoSanmi Koyejo Leo Kozachkov Qiyao Liang Ziming Liu 0001 Earl K. Miller Dhruv Pai Kanaka Rajan Shervin Safavi Rylan Schaeffer Satpreet H. Singh Sang T. Truong Nika Zahedi