TY  - JOUR
AU  - Pareja Monturiol, José Ramón
AU  - Pozas Kerstjens, Alejandro
AU  - Pérez García, David
PY  - 2025
DO  - 10.21468/scipostphyscore.8.4.095
SN  - 2666-9366
UR  - https://hdl.handle.net/20.500.14352/134937
T2  - SciPost Physics Core
AB  - We present a tensorization algorithm for constructing tensor train/matrix product state (MPS) representations of functions, drawing on sketching and cross interpolation ideas. The method only requires black-box access to the target function and a...
LA  - eng
M2  - 095 (54)
PB  - SciPost
KW  - Neural networks
KW  - Tensor networks
KW  - Topological phase transitions
TI  - Tensorization of neural networks for improved privacy and interpretability
TY  - journal article
VL  - 8
ER  -