Laakom, Firas

7 publications

TMLR 2025 Class-Wise Generalization Error: An Information-Theoretic Analysis Firas Laakom, Moncef Gabbouj, Jürgen Schmidhuber, Yuheng Bu

ICLR 2025 FACTS: A Factored State-Space Framework for World Modelling Li Nanbo, Firas Laakom, Yucheng Xu, Wenyi Wang, Jürgen Schmidhuber

ICML 2025 Fairness Overfitting in Machine Learning: An Information-Theoretic Perspective Firas Laakom, Haobo Chen, Jürgen Schmidhuber, Yuheng Bu

NeurIPS 2025 PhysGym: Benchmarking LLMs in Interactive Physics Discovery with Controlled Priors Yimeng Chen, Piotr Piękos, Mateusz Ostaszewski, Firas Laakom, Jürgen Schmidhuber

ECML-PKDD 2023 Learning Distinct Features Helps, Provably Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj

AAAI 2023 WLD-Reg: A Data-Dependent Within-Layer Diversity Regularizer Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj

ICLRW 2021 On Feature Diversity in Energy-Based Models Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj