A Python convex optimization package using proximal splitting methods
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Updated
Aug 18, 2023 - Python
A Python convex optimization package using proximal splitting methods
Proximal optimization in pure python
Scientific Computational Imaging COde
PyProximal – Proximal Operators and Algorithms in Python
Official code repository for ∇-Prox: Differentiable Proximal Algorithm Modeling for Large-Scale Optimization (SIGGRAPH TOG 2023)
A Python implementation of Goldstein et. al's FASTA algorithm for convex optimization.
New Matrix Factorization Algorithms based on Bregman Proximal Gradient: BPG-MF, CoCaIn BPG-MF, BPG-MF-WB
Fast Inertial Algorithm for Phase Retrieval
Solving inverse problems with Proximal Markov Chain Monte Carlo
Q. Yao, J. Xu, W. Tu, Z. Zhu. Efficient Neural Architecture Search via Proximal Iterations. AAAI 2020.
CoCaIn BPG escapes Spurious Stationary Points
Selected machine learning projects from courses I have taken during my PhD
A Python implementation of Generalized Fused Lasso from https://arxiv.org/pdf/1801.05413.pdf
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