ALMA Project

Human Centric Algebraic Machine Learning

About

Human-Centric Machine Learning Systems

The ALMA project goal is to build human-centric machine learning systems through Algebraic Machine Learning (AML), focusing on reducing bias, preventing discrimination, retaining knowledge, and enhancing trust and explainability in human-AI interactions.

Leverage AML properties to develop a new generation of interactive, human-centric machine learning systems

Parallel, distributed training capabilities & high mathematical transparency

Human recognizable training & a combination of unstructured data with formal specifications of human knowledge

Promotion of distributed, collaborative learning

Latest News

ALMA News

Dive deep into the world of Human Machine Learnign and explainability. Stay up to date with ALMA´s achievements, events and much more.

Advancing Domestic Robotics with AML: Ironing & Folding

This video presents a summary of the work carried out within Task 7.3, “Higher-level cognition for domestic assistance robots”, led by UC3M in the framework of the European ALMA project. The task culm...

AML Dashboard: A Hands-On Interface for Exploring Algebraic Machine Learning

As part of the ALMA project’s mission to make Algebraic Machine Learning (AML) accessible and applicable across domains, we present the AML Dashboard—a comprehensive graphical interface designed for t...

Embedding Ethics and Culture into AML-Based World Models

Deliverable D5.7 explores how ethical and cultural values can be formally embedded into AML-based world models. It shows how user interactions and situational consequences help autonomous systems lear...

ALMA'S Latest Publications

Read all about the ALMA project and it´s latest publications.

Videos

Meet Our Partners: Discover Their Roles in the ALMA Project

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Events

ALMA'S Latest Events

Interactions of Proof Assistants and Mathematics

Type: Seleccionar
Status: Seleccionar

David Méndez participated in Interactions of Proof Assistants and Mathematics 2023, representing the ALMA AI project. ...

ALTAI2025

February 2025
Venue: Champalimaud Foundation
Location: Lisbon
Partner Name: Portugal
Type: Event
Status: Confirmed
Organized by: ALMA Partner

The event will explore innovative AI methods, including Quantum and Physics-Inspired Machine Learning, Symbolic AI, Algebraic Machine Learning, and more. ...

ROSCON 2024

October 2024
Venue: The Odeon concert hall
Location: Odense, Denmark
Type: Event
Status: Confirmed
Organized by: ALMA Partner

ROSCon 2024 will be held in Odense, Denmark. ROSCon 2024 is a chance for ROS developers of all levels, beginner to expert, to spend an extraordinary two days learning from and networking with the ROS ...

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