Research output per year
Research output per year
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Dive into the research topics where Omri Azencot is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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A Data-Driven Approach to Functional Map Construction and Bases Pursuit
Azencot, O. & Lai, R., 1 Aug 2021, In: Computer Graphics Forum. 40, 5, p. 97-110 14 p.Research output: Contribution to journal › Article › peer-review
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A Differential Geometry Perspective on Orthogonal Recurrent Models
Azencot, O., Erichson, N. B., Ben-Chen, M. & Mahoney, M. W., 2021, arXiv:2102.09589 [cs.LG].Research output: Working paper/Preprint › Preprint
File60 Downloads (Pure) -
A Koopman Approach to Understanding Sequence Neural Models
Naiman, I. & Azencot, O., 2021, arXiv:2102.07824 [cs.LG].Research output: Working paper/Preprint › Preprint
File23 Downloads (Pure) -
Forecasting sequential data using consistent koopman autoencoders
Azencot, O., Erichson, N. B., Lin, V. & Mahoney, M. W., 1 Jan 2020, 37th International Conference on Machine Learning, ICML 2020. Daume, H. & Singh, A. (eds.). International Machine Learning Society (IMLS), p. 452-462 11 p. (37th International Conference on Machine Learning, ICML 2020; vol. PartF168147-1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
8 Scopus citations -
Lipschitz Recurrent Neural Networks
Erichson, N. B., Azencot, O., Queiruga, A., Hodgkinson, L. & Mahoney, M. W., 2020, arXiv:2006.12070 [cs.LG].Research output: Working paper/Preprint › Preprint
File31 Downloads (Pure) -
Mode Decomposition for Homogeneous Symmetric Operators.
Cohen, I., Azencot, O., Lifshitz, P. & Gilboa, G., 2020, arXiv preprint:2007.01534, (arXiv PrePrint,).Research output: Working paper/Preprint › Preprint
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Modes of Homogeneous Gradient Flows
Cohen, I., Azencot, O., Lifshitz, P. & Gilboa, G., 2020, In: SIAM Journal on Imaging Sciences. 14, 3, p. 913-945Research output: Contribution to journal › Article › peer-review
File17 Downloads (Pure) -
Consistent dynamic mode decomposition
Azencot, O., Yin, W. & Bertozzi, A., 1 Jan 2019, In: SIAM Journal on Applied Dynamical Systems. 18, 3, p. 1565-1585 21 p.Research output: Contribution to journal › Article › peer-review
15 Scopus citations -
Consistent Shape Matching via Coupled Optimization
Azencot, O., Dubrovina, A. & Guibas, L., 1 Jan 2019, In: Computer Graphics Forum. 38, 5, p. 13-25 13 p.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
Elastic Correspondence between Triangle Meshes
Ezuz, D., Heeren, B., Azencot, O., Rumpf, M. & Ben-Chen, M., 1 May 2019, In: Computer Graphics Forum. 38, 2, p. 121-134 14 p.Research output: Contribution to journal › Article › peer-review
Open Access14 Scopus citations