Pinned Repositories
CF_SITS
SSHDA
Hyperspectral_Image_Denoising_DL
Hyperspectral Image Denoising using Dictionary Learning (WHISPERS 2019)
HO-SuKro-v2
Learning Tensor-structured Dictionaries with Application to Hyperspectral Image Denoising (EUSIPCO 2019)
Colza_Classif
Rapeseed crop classification with deep learning models
SuKro-DL
Learning dictionaries as a sum of Kronecker products (IEEE Signal Processing Letters 2017)
HO-SuKro
Learning fast dictionaries for sparse representations using low-rank tensor decompositions (LVA-ICA 2018)
KL_screening
GAP Safe Screening with local regularity assumptions. Application to: L1-regularized Kullback-Leibler, Beta=1.5 divergence and Logistic regression problems.
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
cassiofragadantas's Repositories
cassiofragadantas/LUCAS_LULC
LULC classification on LUCAS data using ecoregions information
cassiofragadantas/SDA_LULC
Contrastive supervised domain adaptation applied to Land Cover mapping
cassiofragadantas/Doctoriales2024
Doctoriales2024
cassiofragadantas/cassiofragadantas.github.io
My personal webpage (forked from academicpages/academicpages.github.io)
cassiofragadantas/Colza_Classif
Rapeseed crop classification with deep learning models
cassiofragadantas/KL_screening
GAP Safe Screening with local regularity assumptions. Application to: L1-regularized Kullback-Leibler, Beta=1.5 divergence and Logistic regression problems.
cassiofragadantas/NN-BV_Screening
Safe screening for non-negative and bounded-variable linear regression
cassiofragadantas/benchmark_nnls
Benchopt benchmark for Non-negative Least Square
cassiofragadantas/benchmark_nmf
cassiofragadantas/benchmark_lasso
Benchopt benchmark for Lasso
cassiofragadantas/benchopt
Making your benchmark of optimization algorithms simple and open
cassiofragadantas/benchmark_lasso_path
cassiofragadantas/benchmark_mcp
cassiofragadantas/benchmark_ridge
cassiofragadantas/NonNegSuKro
Non-negative matrix factorization under a sum of Kroneckers (SuKro) constraint
cassiofragadantas/torch
TensorLy-Torch: Deep Tensor Learning with TensorLy and PyTorch
cassiofragadantas/HO-SuKro
Learning fast dictionaries for sparse representations using low-rank tensor decompositions (LVA-ICA 2018)
cassiofragadantas/HO-SuKro-v2
Learning Tensor-structured Dictionaries with Application to Hyperspectral Image Denoising (EUSIPCO 2019)
cassiofragadantas/Hyperspectral_Image_Denoising_DL
Hyperspectral Image Denoising using Dictionary Learning (WHISPERS 2019)
cassiofragadantas/Screening_ADST
Dynamic safe screening rules with approximate dictionaries for the Lasso problem
cassiofragadantas/SuKro-DL
Learning dictionaries as a sum of Kronecker products (IEEE Signal Processing Letters 2017)
cassiofragadantas/low-displacement-rank-dictionaries
Low Displacement Rank Dictionary Learning