Andre Goncalves

Andre Goncalves

Machine Learning Researcher

Blog posts

2018

Machine Learning Write Ups (in Portuguese)

less than 1 minute read

Published:

The documents below are introductory materials for a variety of machine learning sub-fields. These materials are actually chapters of my undergraduate thesis written back in 2008. Even though these are fast-moving research areas, these materials can serve as a first read for the newcomers in the machine learning realm. All the documents are in Brazilian Portuguese.

Datasets for Multitask Learning

3 minute read

Published:

During my PhD, I spent a lot of time searching, collecting, and preparing datasets for multitask learning. To help new researchers in the field, I’m sharing the datasets that I’ve been collecting for the last few years. All the Global Climate Models (GCMs) combination datasets were created by our research group at University of Minnesota - Twin Cities. I refer to one of our papers for a detailed explanation of the problem and the datasets.