Displaying 148 resources
Article/Books/eBooks
An overview of key trustworthiness attributes and KPIs for trusted ML-based systems engineering
When deployed, machine-learning (ML) adoption depends on its ability to actually deliver the expected service safely, and to meet user expectations in terms of quality and continuity of service.
Certification
Online Course
Tutorial/How To/Guides
Non-Markov Decision Processes and Reinforcement Learning
Certification
Online Course
Tutorial/How To/Guides
Data Storytelling and Big Data value chain in Natural Disaster Management
Article/Books/eBooks
Cooperating with machines
Since Alan Turing envisioned artificial intelligence, technical progress has often been measured by the ability to defeat humans in zero-sum encounters (e.g., Chess, Poker, or Go).
Article/Books/eBooks
Should we fear the robot revolution? (The correct answer is yes)
Advances in artificial intelligence and robotics may be leading to a new industrial revolution. This paper presents a model with the minimum necessary features to analyze the implications for inequality and output.
Article/Books/eBooks
Advancing Audio Phylogeny: A Neural Network Approach for Transformation Detection
Software resources
gnntf: A Flexible Deep Graph Neural Network Framework
This repository provides a framework for easy experimentation with Graph Neural Network (GNN) architectures by separating them from predictive components.