Name: Eduardo Fernandes Montesuma
Type: User
Company: Université Paris-Saclay
Bio: PhD student at Université Paris-Saclay & CEA-List. Working on Optimal Transport for Transfer Learning
Twitter: efernand9
Location: Paris, France
Blog: https://eddardd.github.io/my-personal-blog
Eduardo Fernandes Montesuma's Projects
Awesome Dataset Distillation Papers
A collection of AWESOME things about domian adaptation
Awesome list of papers and hot topics in Machine Learning Research
Tutorials on Control Theory
Repository containing the code for the experiments and examples of my Bachelor Thesis: Cross Domain Fault Detection through Optimal Transport
Data structures representations and algorithms in C
repo for the data visualization course taken at Universidade Federal do Ceará.
Demo code for the paper "Multi-Source Domain Adaptation through Dataset Dictionary Learning in Wasserstein Space", accepted as a conference paper at the 26th European Conference on Artificial Intelligence
My personal academic webpage built upon academicpages
Personal Studies on mathematical modeling for epidemics
Algorithms for detecting faces in images
Code for the paper Lighter, Better, Faster Multi-Source Domain Adaptation with Gaussian Mixture Models for optimal Transport
I am going to feed this repo with my personal scripts for studying mathematical visualization in Manim
Trying fastpages to create my personal blog :)
My personal cookbook for numerical problems in all sorts of flavors!
POT : Python Optimal Transport
Resources about Talks and Presentations I've done recently
Domain adaptation on the Tennessee Eastman Benchmark
Script for converting figures and tables to UFC_ABNT format
Source code for the final project for the CK0266 - VISUALIZAÇÃO DE DADOS course. It contains an analysis of political polarization on brazilian elections and twitter posts by political authorities.
Python Implementation of "Fast Computation of Wasserstein Barycenters"
This repo contains the implementation of the Wasserstein Barycenter Transport proposed in "Wasserstein Barycenter Transport for Acoustic Adaptation" at ICASSP21 and "Wasserstein Barycenter for Multi-Source Domain Adaptation" in CVPR21