Human-Centred Machine Learning: Lighter, Clearer, Safer

Información del proyecto

ACHILLES

Identificador del acuerdo de subvención: 101189689

DOI

10.3030/101189689

Fecha de la firma de la CE 5 Noviembre 2024

Fecha de inicio 1 Noviembre 2024

Fecha de finalización 31 Octubre 2028

Financiado con arreglo a

• Digital, Industry and Space

Coste total

€ 9 616 256,25

Aportación de la UE

€ 8 226 276,25

Coordinado por

ASSOCIACAO FRAUNHOFER PORTUGAL RESEARCH
Portugal

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Publicaciones

Conference proceedings (15)

The Algorithm Is Not the Behavior: Learned Priors Override Look-Ahead in a Chess-Playing Neural Network

Autores: Elias Sandmann, Sebastian Lapuschkin, Wojciech Samek
Publicado en: 2025
Editor: NeurIps 2025 MechInterp Workshop

FUR: Fast and Unlimited Reads on Persistent Memory Transactions

Autores: João Barreto, Daniel Castro, Paolo Romano, Alexandro Baldassin
Publicado en: Proceedings of the 21st European Conference on Computer Systems, 2026
Editor: ACM
DOI: 10.1145/3767295.3769343

Towards On-the-Fly Snapshot Memory Compression for Low-Latency Elastic Inference Serving Systems

Autores: Radostin Stoyanov, Viktória Spišaková, Adrian Reber, Andrei Vagin, Rodrigo Bruno
Publicado en: Proceedings of the Sixth European Workshop on Machine Learning and Systems, 2026
Editor: ACM
DOI: 10.1145/3805621.3807612

See What I Mean? CUE: A Cognitive Model of Understanding Explanations

Autores: Tobias Labarta, Nhi Hoang, Katharina Weitz, Wojciech Samek, Sebastian Lapuschkin, Leander Weber
Publicado en: 2025
Editor: IJCAI 2025 Workshop on Explainable Artificial Intelligence (XAI), Montreal, Canada, August 2025

"""What's Happening in This Line?"" Eliciting Human Concepts and Mental Models in Time Series Interpretation"

Autores: Matilde Silva, Ricardo Melo, André V. Carreiro, Duarte Folgado
Publicado en: Proceedings of the Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems, 2026
Editor: ACM
DOI: 10.1145/3772363.3798546

Accelerating Transactional Execution via Processing-In-Memory

Autores: André Lopes, Daniel Castro, Paolo Romano
Publicado en: Proceedings of the 21st European Conference on Computer Systems, 2026
Editor: ACM
DOI: 10.1145/3767295.3803621

Navigating Ethical Dilemmas: The Value Landscape Behind Fieldwork Decisions

Autores: Inês Silva, Joana Couto da Silva, Francisco Nunes, Ricardo Melo
Publicado en: Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems, 2026
Editor: ACM
DOI: 10.1145/3772318.3790843

Structural Compactness as a Complementary Criterion for Explanation Quality

Autores: Mohammad Mahdi Mesgari, Jackie Ma, Wojciech Samek, Sebastian Lapuschkin, Leander Weber
Publicado en: 2025
Editor: XAI World Conference 2026

Manipulating Feature Visualizations with Gradient Slingshots

Autores: Dilyara Bareeva Marina M.-C. Höhne, Alexander Warnecke,Lukas Pirch, Klaus-Robert Müller,Konrad Rieck,Sebastian Lapuschkin,Kirill Bykov
Publicado en: 2025
Editor: NeurIps 2025

STRATEGIC DISHONESTY CAN UNDERMINE AI SAFETYEVALUATIONS OF FRONTIER LLMS

Autores: Alexander Panfilov, Evgenii Kortukov, Kristina Nikoli, Matthias Bethge, Sebastian Lapuschkin, Wojciech Samek, Ameya Prabhu, Maksym Andriushchenko, Jonas Geiping
Publicado en: 2026
Editor: ICLR2026

ATLAS-ALIGNMENT: MAKING INTERPRETABILITY TRANSFERABLE ACROSS LANGUAGE MODELS

Autores: Bruno Puri, Jim Berend, Sebastian Lapuschkin, Wojciech Samek
Editor: ICLR2026

Engine-Agnostic Model Hot-Swapping for Cost-Effective LLM Inference

Autores: Radostin Stoyanov, Viktória Spišaková, Adrian Reber, Wesley Armour, Marcin Copik, Rodrigo Bruno
Publicado en: Proceedings of the SC '25 Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis, 2026
Editor: ACM
DOI: 10.1145/3731599.3767354

Flexico: Sustainable Machine Translation via Self-Adaptation

Autores: Maria Casimiro, Paolo Romano, José G. C. De Souza, Amin M. Khan, David Garlan
Publicado en: 2025 IEEE/ACM 20th Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS), 2025
Editor: IEEE
DOI: 10.1109/SEAMS66627.2025.00024

Poster: Secure Lifecycle Management of Confidential Virtual Machines in Public Clouds

Autores: João Sereno, Daniel Castro, Nuno Santos, Luis Rodrigues
Publicado en: 2025 23rd International Symposium on Network Computing and Applications (NCA), 2025
Editor: IEEE
DOI: 10.1109/NCA67271.2025.00057

Better Memory Tiering, Right from the First Placement

Autores: João Póvoas, João Barreto, Bartosz Chomi?ski, André Gonçalves, Fedar Karabeinikau, Maciej Maciejewski, Jakub Schmiegel, Kostiantyn Storozhuk
Publicado en: Proceedings of the 16th ACM/SPEC International Conference on Performance Engineering, 2025
Editor: ACM
DOI: 10.1145/3676151.3719378