Amine M'Charrak

According to our database, Amine M'Charrak authored at least 7 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Vision Hopfield Memory Networks.

Jianfeng Wang, Amine M'Charrak, Luk Koska, Xiangtao Wang, Daniel Petriceanu, Mykyta Smyrnov, Ruizhi Wang, Michael Bumbar, Luca Pinchetti, Thomas Lukasiewicz

CoRR, March, 2026

Prototype Transformer: Towards Language Model Architectures Interpretable by Design.

Yordan Yordanov, Matteo Forasassi, Bayar Menzat, Ruizhi Wang, Chang Qi, Markus Kaltenberger, Amine M'Charrak, Tommaso Salvatori, Thomas Lukasiewicz

CoRR, February, 2026

2025

Benchmarking Predictive Coding Networks - Made Simple.

Luca Pinchetti, Chang Qi, Oleh Lokshyn, Cornelius Emde, Amine M'Charrak, Mufeng Tang, Simon Frieder, Bayar Menzat, Gaspard Oliviers, Rafal Bogacz, Thomas Lukasiewicz, Tommaso Salvatori

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Benchmarking Predictive Coding Networks - Made Simple.

Luca Pinchetti, Chang Qi, Oleh Lokshyn, Gaspard Olivers, Cornelius Emde, Mufeng Tang, Amine M'Charrak, Simon Frieder, Bayar Menzat, Rafal Bogacz, Thomas Lukasiewicz, Tommaso Salvatori

CoRR, 2024

Predictive Coding beyond Correlations.

Tommaso Salvatori, Luca Pinchetti, Amine M'Charrak, Beren Millidge, Thomas Lukasiewicz

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Causal Inference via Predictive Coding.

Tommaso Salvatori, Luca Pinchetti, Amine M'Charrak, Beren Millidge, Thomas Lukasiewicz

CoRR, 2023

2022

Tighter Variational Bounds are Not Necessarily Better. A Research Report on Implementation, Ablation Study, and Extensions.

Amine M'Charrak, Vít Ruzicka, Sangyun Shin, Madhu Vankadari

CoRR, 2022