A continuous analogue of the tensor-train decomposition
We develop new approximation algorithms and data structures for representing and computing with multivariate functions using the functional tensor-train (FT), a continuous extension of the tensor-train (TT) decomposition. The FT represents functions using a tensor-train ansatz by replacing the three...
Main Authors: | Gorodetsky, Alex, Karaman, Sertac, Marzouk, Youssef M. |
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Other Authors: | Massachusetts Institute of Technology. Department of Aeronautics and Astronautics |
Format: | Article |
Language: | English |
Published: |
Elsevier BV
2020
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Online Access: | https://hdl.handle.net/1721.1/124519 |
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