Sumários
Explainable AI
18 Março 2026, 18:00 • João Rala Cordeiro
Counterfactual and Example-Based Explanations;
Evaluating Explanations;
Limitations Risks and Failure;
M5 Notebook 1 - ExplainableAI
Explainable AI
16 Março 2026, 18:00 • João Rala Cordeiro
Global Explainability Methods
Local Explainability I - Lime and SHAP
Local Explainability II - Gradient-Based
Final Project– Assignment Description
Explainable AI
11 Março 2026, 18:00 • João Rala Cordeiro
Introduction to Explainable AI;
Core Concepts and Definitions;
Taxonomy of XAI Methods;
Intrinsically Interpretable Models;
Evolutionary Algorithms
9 Março 2026, 18:00 • João Rala Cordeiro
Multi-Objective Optimization;
Limitations Risks and Hybrid Optimization Strategies;
M4 Notebook 1 -Evolutionary Algorithms
Module 4 Evolutionary Algorithm
4 Março 2026, 18:00 • João Rala Cordeiro
Introduction to Evolutionary Algorithms;
Core Principles of Evolutionary Algorithms;
Evolutionary Optimization of NN Architectures;