Katia Meziani

According to our database, Katia Meziani authored at least 9 papers between 2013 and 2026.

Collaborative distances:

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

2026

VertCoHiRF: Decentralized Vertical Clustering Beyond k-means.

Bruno Belucci, Karim Lounici, Vladimir R. Kostic, Katia Meziani

CoRR, February, 2026

Learning Counterfactual Densities via Marginal Contrastive Discrimination.

Katia Meziani, Aminata Ndiaye, Madalina Olteanu

Proceedings of the 34th European Symposium on Artificial Neural Networks, 2026

AdaCap: An Adaptive Contrastive Approach for Small-Data Neural Networks.

Bruno Belucci, Karim Lounici, Katia Meziani

Proceedings of the 34th European Symposium on Artificial Neural Networks, 2026

2025

CoHiRF: A Scalable and Interpretable Clustering Framework for High-Dimensional Data.

Bruno Belucci, Karim Lounici, Katia Meziani

CoRR, February, 2025

2022

AdaCap: Adaptive Capacity control for Feed-Forward Neural Networks.

Katia Meziani, Karim Lounici, Benjamin Riu

CoRR, 2022

2021

Muddling Label Regularization: Deep Learning for Tabular Datasets.

Karim Lounici, Katia Meziani, Benjamin Riu

CoRR, 2021

Muddling Labels for Regularization, a novel approach to generalization.

Karim Lounici, Katia Meziani, Benjamin Riu

CoRR, 2021

2020

Optimizing generalization on the train set: a novel gradient-based framework to train parameters and hyperparameters simultaneously.

Karim Lounici, Katia Meziani, Benjamin Riu

CoRR, 2020

2013

Learning Heteroscedastic Models by Convex Programming under Group Sparsity.

Arnak S. Dalalyan, Mohamed Hebiri, Katia Meziani, Joseph Salmon

Proceedings of the 30th International Conference on Machine Learning, 2013