TensorLy: Tensor Learning in Python

29 October 2016

Yannis Panagakis

Papers citing "TensorLy: Tensor Learning in Python"

27 / 27 papers shown

Title
Factor Analysis with Correlated Topic Model for Multi-Modal Data Małgorzata Łazęcka Ewa Szczurek 23 0 0 26 Apr 2025
Towards Quantum Tensor Decomposition in Biomedical Applications Myson Burch Jiasen Zhang Gideon Idumah Hakan Doga R. Lartey ... Weihong Guo Ying Ni Laxmi Parida Xiaojuan Li Aritra Bose 84 2 0 18 Feb 2025
tPARAFAC2: Tracking evolving patterns in (incomplete) temporal data Christos Chatzis Carla Schenker Max Pfeffer E. Acar 37 1 0 01 Jul 2024
Scorch: A Library for Sparse Deep Learning Bobby Yan Alexander J. Root Trevor Gale David Broman Fredrik Kjolstad 25 0 0 27 May 2024
Efficient Algorithms for Regularized Nonnegative Scale-invariant Low-rank Approximation Models Jeremy E. Cohen Valentin Leplat 55 1 0 27 Mar 2024
Scalable CP Decomposition for Tensor Learning using GPU Tensor Cores Zeliang Zhang Zhuo Liu Susan Liang Zhiyuan Wang Yifan Zhu Chen Ding Chenliang Xu 11 1 0 22 Nov 2023
Mixed-TD: Efficient Neural Network Accelerator with Layer-Specific Tensor Decomposition Zhewen Yu C. Bouganis 19 0 0 08 Jun 2023
On Model Compression for Neural Networks: Framework, Algorithm, and Convergence Guarantee Chenyang Li Jihoon Chung Mengnan Du Haimin Wang Xianlian Zhou Bohao Shen 33 1 0 13 Mar 2023
Tensor Networks Meet Neural Networks: A Survey and Future Perspectives Maolin Wang Y. Pan Zenglin Xu Xiangli Yang Guangxi Li A. Cichocki Andrzej Cichocki 43 19 0 22 Jan 2023
HEAT: Hardware-Efficient Automatic Tensor Decomposition for Transformer Compression Jiaqi Gu Ben Keller Jean Kossaifi Anima Anandkumar Brucek Khailany D. Pan ViT 30 8 0 30 Nov 2022
Sampling-Based Decomposition Algorithms for Arbitrary Tensor Networks Osman Asif Malik V. Bharadwaj Riley Murray 24 4 0 07 Oct 2022
TensorAnalyzer: Identification of Urban Patterns in Big Cities using Non-Negative Tensor Factorization Jaqueline Silveira Germain Garcia Zanabria Afonso Paiva M. Nery S. Adorno L. G. Nonato 6 1 0 06 Oct 2022
Concept-Based Techniques for "Musicologist-friendly" Explanations in a Deep Music Classifier Francesco Foscarin Katharina Hoedt Verena Praher A. Flexer Gerhard Widmer 21 11 0 26 Aug 2022
Canonical convolutional neural networks Lokesh Veeramacheneni Moritz Wolter Reinhard Klein Jochen Garcke 13 3 0 03 Jun 2022
Beyond Smoothness: Incorporating Low-Rank Analysis into Nonparametric Density Estimation Robert A. Vandermeulen Antoine Ledent 20 7 0 02 Apr 2022
Tensor and Matrix Low-Rank Value-Function Approximation in Reinforcement Learning Sergio Rozada Santiago Paternain A. Marques 50 13 0 21 Jan 2022
Selective Multiple Power Iteration: from Tensor PCA to gradient-based exploration of landscapes M. Ouerfelli M. Tamaazousti V. Rivasseau 31 7 0 23 Dec 2021
An Analysis of COVID-19 Knowledge Graph Construction and Applications Dominic Flocco Bryce Palmer-Toy Rui Wang Hongyu Zhu Rishi Sonthalia Junyuan Lin Andrea L. Bertozzi P. Brantingham 26 9 0 10 Oct 2021
Tensor Methods in Computer Vision and Deep Learning Yannis Panagakis Jean Kossaifi Grigorios G. Chrysos James Oldfield M. Nicolaou Anima Anandkumar S. Zafeiriou 19 119 0 07 Jul 2021
Multilinear Latent Conditioning for Generating Unseen Attribute Combinations Markos Georgopoulos Grigorios G. Chrysos M. Pantic Yannis Panagakis GAN DRL 11 17 0 09 Sep 2020
Deep Tensor CCA for Multi-view Learning Hok Shing Wong L. xilinx Wang Raymond H. F. Chan T. Zeng 22 23 0 25 May 2020
Multiresolution Tensor Learning for Efficient and Interpretable Spatial Analysis Jung Yeon Park K. T. Carr Stephan Zhang Yisong Yue Rose Yu 24 14 0 13 Feb 2020
Low-Rank Tucker Approximation of a Tensor From Streaming Data Yiming Sun Yang Guo Charlene Luo J. Tropp Madeleine Udell 23 71 0 24 Apr 2019
T-Net: Parametrizing Fully Convolutional Nets with a Single High-Order Tensor Jean Kossaifi Adrian Bulat Georgios Tzimiropoulos M. Pantic 14 67 0 04 Apr 2019
End-to-end Learning of a Convolutional Neural Network via Deep Tensor Decomposition Samet Oymak Mahdi Soltanolkotabi 19 12 0 16 May 2018
Tensor Regression Networks Jean Kossaifi Zachary Chase Lipton Arinbjorn Kolbeinsson Aran Khanna Tommaso Furlanello Anima Anandkumar 3DV 32 145 0 26 Jul 2017
Tensor Decomposition for Signal Processing and Machine Learning N. Sidiropoulos L. De Lathauwer Xiao Fu Kejun Huang Evangelos E. Papalexakis Christos Faloutsos 105 1,342 0 06 Jul 2016