fused-lasso

Here are 9 public repositories matching this topic...

vene / sparse-structured-attention

Sparse and structured neural attention mechanisms

deep-neural-networks sparsity deep-learning sparse segmentation deeplearning attention-mechanism fused-lasso attention-mechanisms

Updated Aug 31, 2020
Python

1a7r0ch3 / CP_PFDR_graph_d1

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Cut-pursuit with preconditioned forward-Douglas-Rachford for regularization of classical functionals by graph total variation

graph proximal-algorithms fused-lasso total-variation cut-pursuit

Updated Aug 5, 2020

donggong1 / mpgl

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A Matching Pursuit Method for Generalized LASSO. An implementation in MATLAB and C++ with MEX interface. "MPGL: An Efficient Matching Pursuit Method for Generalized LASSO (AAAI'17)"

matching-pursuit generalized-lasso fused-lasso mpgl

Updated Apr 12, 2018
MATLAB

3DGenomes / binless

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Resolution-independent normalization of Hi-C data

r rcpp cpp11 hi-c high-throughput-sequencing normalization generalized-additive-models fused-lasso binless

Updated Aug 28, 2019
C++

ddegras / sparseGFL

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Hybrid Approach to Sparse Group Fused Lasso

segmentation proximal-operators sparse-regression convex-optimization hybrid-algorithms multivariate-timeseries fused-lasso fixed-point-iteration

Updated Sep 7, 2021
C++

modal-inria / HDPenReg

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Algorithms for lasso and fused-lasso problems: implementation of the lars algorithm for lasso and fusion penalization and EM-based algorithms for (logistic) lasso and fused-lasso penalization.

r lasso-regression fused-lasso

Updated Oct 4, 2023
C++

rightaway006 / Penalized-regression-on-high-dimensional-data

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We explored various approaches to deal with high-dimensional data in this study, and we compared them using simulation and soil datasets. We discovered that grouping had a significant impact on model correctness and error reduction. For the core projection step, we first looked at the properties of all the algorithms and how they function to com…