Understanding Deep Learning

Project Information

Understanding DL

Grant agreement ID: 101041711

DOI 10.3030/101041711

EC signature date 4 April 2022

Start date 1 September 2022

End date 31 August 2027

Funded under

• European Research Council (ERC)

Total cost € 1 499 750,00

EU contribution € 1 499 750,00

Coordinated by

THE HEBREW UNIVERSITY OF JERUSALEM
Israel

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Conference proceedings (5)

An Exact Poly-Time Membership-Queries Algorithm for Extracting a Three-Layer ReLU Network

Author(s): Amit Daniely, Elad Granot
Published in: 2023
Publisher: ICLR

On the Sample Complexity of Two-Layer Networks: Lipschitz Vs. Element-Wise Lipschitz Activation

Author(s): Amit Daniely, Elad Granot
Published in: 2024
Publisher: ALT

RedEx: Beyond Fixed Representation Methods via Convex Optimization

Author(s): Amit Daniely, Mariano Schain, Gilad Yehudai
Published in: 2024
Publisher: ALT

Computational Complexity of Learning Neural Networks: Smoothness and Degeneracy.

Author(s): Amit Daniely, Nati Srebro, Gal Vardi
Published in: 2023
Publisher: NeurIPS

Most Neural Networks Are Almost Learnable.

Author(s): Amit Daniely, Nati Srebro, Gal Vardi
Published in: 2023
Publisher: NeurIPS