Katia Meziani

According to our database, Katia Meziani authored at least 5 papers between 2013 and 2022.

Collaborative distances:

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

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