cassiofragadantas Goto Github PK

benchmark_lasso

Benchopt benchmark for Lasso

benchmark_lasso_path

benchmark_mcp

benchmark_nmf

benchmark_nnls

Benchopt benchmark for Non-negative Least Square

benchmark_ridge

benchopt

Making your benchmark of optimization algorithms simple and open

cassiofragadantas.github.io

My personal webpage (forked from academicpages/academicpages.github.io)

colza_classif

Rapeseed crop classification with deep learning models

doctoriales2024

Doctoriales2024

ho-sukro

Learning fast dictionaries for sparse representations using low-rank tensor decompositions (LVA-ICA 2018)

ho-sukro-v2

Learning Tensor-structured Dictionaries with Application to Hyperspectral Image Denoising (EUSIPCO 2019)

hyperspectral_image_denoising_dl

Hyperspectral Image Denoising using Dictionary Learning (WHISPERS 2019)

kl_screening

GAP Safe Screening with local regularity assumptions. Application to: L1-regularized Kullback-Leibler, Beta=1.5 divergence and Logistic regression problems.

low-displacement-rank-dictionaries

Low Displacement Rank Dictionary Learning

lucas_lulc

LULC classification on LUCAS data using ecoregions information

nn-bv_screening

Safe screening for non-negative and bounded-variable linear regression

nonnegsukro

Non-negative matrix factorization under a sum of Kroneckers (SuKro) constraint

screening_adst

Dynamic safe screening rules with approximate dictionaries for the Lasso problem

sda_lulc

Contrastive supervised domain adaptation applied to Land Cover mapping

sukro-dl

Learning dictionaries as a sum of Kronecker products (IEEE Signal Processing Letters 2017)

torch

TensorLy-Torch: Deep Tensor Learning with TensorLy and PyTorch