Itay Evron

According to our database, Itay Evron authored at least 7 papers between 2018 and 2024.

Collaborative distances:

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

2024

The Joint Effect of Task Similarity and Overparameterization on Catastrophic Forgetting - An Analytical Model.

Daniel Goldfarb, Itay Evron, Nir Weinberger, Daniel Soudry, Paul Hand

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Continual Learning in Linear Classification on Separable Data.

Itay Evron, Edward Moroshko, Gon Buzaglo, Maroun Khriesh, Badea Marjieh, Nathan Srebro, Daniel Soudry

Proceedings of the International Conference on Machine Learning, 2023

The Role of Codeword-to-Class Assignments in Error-Correcting Codes: An Empirical Study.

Itay Evron, Ophir Onn, Tamar Weiss Orzech, Hai Azeroual, Daniel Soudry

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

How catastrophic can catastrophic forgetting be in linear regression?

Itay Evron, Edward Moroshko, Rachel A. Ward, Nathan Srebro, Daniel Soudry

Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022

2019

Towards Learning of Filter-Level Heterogeneous Compression of Convolutional Neural Networks.

Yochai Zur, Chaim Baskin, Evgenii Zheltonozhskii, Brian Chmiel, Itay Evron, Alexander M. Bronstein, Avi Mendelson

CoRR, 2019

How do infinite width bounded norm networks look in function space?

Pedro Savarese, Itay Evron, Daniel Soudry, Nathan Srebro

Proceedings of the Conference on Learning Theory, 2019

2018

Efficient Loss-Based Decoding on Graphs for Extreme Classification.

Itay Evron, Edward Moroshko, Koby Crammer

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018