Program

Speeches and Mini-Courses

 
January 23
January 24
January 25
January 26
January 27
 
Monday
Tuesday
Wednesday
Thursday
Friday
9:00 - 10:00
10:00 - 11:00
Nivan Ferreira
Introduction to Streaming Algorithms
Nivan Ferreira
Introduction to Streaming Algorithms
Nivan Ferreira
Introduction to Streaming Algorithms
Raphaël Tinarrage
Topological Data Analysis
Raphaël Tinarrage
Topological Data Analysis
11:00 - 11:30
Coffee Break
Coffee Break
Coffee Break
Coffee Break
Coffee Break
11:30 - 12:30
12:30 - 13:30
Laura Rosa
AI for Earth Observation
Laura Rosa
AI for Earth Observation
Laura Rosa
AI for Earth Observation
Cesar Mattos
Intro to Gaussian Processes
Cesar Mattos
Intro to Gaussian Processes
13:30 - 15:00
Lunch
Openning
Lunch
Lunch
Lunch
Lunch
15:00 - 16:00
16:00 - 17:00
Claudio T. Silva
Explainability, Interpretability and Visualization of Machine Learning Models
Juliana Freire
Dataset Search for Data Discovery, Augmentation and Explanation
Raul Queiroz Feitosa
Uncertainty in Deep Learning
João Dorea
Computer Vision and Machine Learning for Optimal Farm Management
Haiyuan Yu
3D structural modeling of whole interactomes leads to better understanding of disease mechanisms and better drug design
João Carlos Setubal
Prediction of bacterial phenotypes from genomes using machine learning
Pedro Vaz-de-Melo

Understanding Societies from their Digital Records

Frédéric Chazal
Measure Vectorization for Automatic Topologically-Oriented Learning with guarantees
17:00 - 17:30
Coffee Break
Coffee Break
Coffee Break
Coffee Break
Coffee Break
17:30 - 18:30
18:30 - 19:30
Luis G. Nonato
Graph Signal Processing: from data science to machine learning
 
Dário Oliveira
Machine learning to approach sustainability using scarcely labeled to unlabeled earth observation data
 
Helder Nakaya
Network Medicine: Integrating data towards a better understanding of human diseases and vaccination
Cocktail (until 20:30)

Diego Mesquita
Provably expressive temporal graph networks