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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Collaborations and top research areas from the last five years
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A Koopman Approach to Understanding Sequence Neural Models
Naiman, I. & Azencot, O., 22 Feb 2023.Research output: Working paper/Preprint › Preprint
Open Access41 Downloads (Pure) -
An Elastic Basis for Spectral Shape Correspondence
Hartwig, F., Sassen, J., Azencot, O., Rumpf, M. & Ben-Chen, M., 23 Jul 2023, Proceedings - SIGGRAPH 2023 Conference Papers. Spencer, S. N. (ed.). Association for Computing Machinery, Inc, 58. (Proceedings - SIGGRAPH 2023 Conference Papers).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
An Operator Theoretic Approach for Analyzing Sequence Neural Networks
Naiman, I. & Azencot, O., 27 Jun 2023, AAAI-23 Technical Tracks 8. Williams, B., Chen, Y. & Neville, J. (eds.). AAAI press, p. 9268-9276 9 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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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
3 Scopus citations -
A Differential Geometry Perspective on Orthogonal Recurrent Models
Azencot, O., Erichson, N. B., Ben-Chen, M. & Mahoney, M. W., 18 Feb 2021.Research output: Working paper/Preprint › Preprint
Open Access91 Downloads (Pure) -
LIPSCHITZ RECURRENT NEURAL NETWORKS
Erichson, N. B., Azencot, O., Queiruga, A., Hodgkinson, L. & Mahoney, M. W., 1 Jan 2021.Research output: Contribution to conference › Paper › peer-review
18 Scopus citations -
Modes of homogeneous gradient flows
Cohen, I., Azencot, O., Lifshits, P. & Gilboa, G., 1 Jan 2021, In: SIAM Journal on Imaging Sciences. 14, 3, p. 913-945 33 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
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
20 Scopus citations -
Mode Decomposition for Homogeneous Symmetric Operators.
Cohen, I., Azencot, O., Lifshitz, P. & Gilboa, G., 9 Oct 2020.Research output: Working paper/Preprint › Preprint
Open Access -
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
26 Scopus citations