Q. Yao, J. Xu, W. Tu, Z. Zhu. Efficient Neural Architecture Search via Proximal Iterations. AAAI 2020.
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Updated
Jul 5, 2020 - Python
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
Fast Inertial Algorithm for Phase Retrieval
Solving inverse problems with Proximal Markov Chain Monte Carlo
New Matrix Factorization Algorithms based on Bregman Proximal Gradient: BPG-MF, CoCaIn BPG-MF, BPG-MF-WB
A Python implementation of Goldstein et. al's FASTA algorithm for convex optimization.
Official code repository for ∇-Prox: Differentiable Proximal Algorithm Modeling for Large-Scale Optimization (SIGGRAPH TOG 2023)
PyProximal – Proximal Operators and Algorithms in Python
Scientific Computational Imaging COde
Proximal optimization in pure python
A Python convex optimization package using proximal splitting methods
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