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GitHub topics: alternating-minimization

IBM/online-alt-min 📦

Source code for paper Choromanska et al. -- Beyond Backprop: Online Alternating Minimization with Auxiliary Variables -- http://proceedings.mlr.press/v97/choromanska19a.html

Language: Python - Size: 27.3 KB - Last synced at: 13 days ago - Pushed at: over 5 years ago - Stars: 24 - Forks: 16

amitkp57/personalized-product-recommendation

Low-rank matrix completion using Iterative Singular Value Thresholding and Alternating Minimization for predicting product ratings on Amazon datasets.

Language: Python - Size: 171 KB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 2

qiuweili/altmin

Second-Order Convergence of Alternating Minimizations

Size: 867 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 2

dmivilensky/torch-alternating

This module provides the extension for PyTorch toolkit, containing imlplementations of some alternating optimization methods acting as envelopes for arbitrary optimizers applied to the problem considered.

Language: Python - Size: 16.6 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

Related Keywords
alternating-minimization 4 pytorch 2 low-rank-matrix-recovery 2 deep-learning 1 ibm-research-ai 1 icml-2019 1 singular-value-thresholding 1 alternating-optimization 1 global-optimization 1 low-rank-factorization 1 matrix-completion 1 matrix-factorization 1 nonconvex 1 proximal-algorithms 1 second-order-optimization 1