Edo Cohen-Karlik

Researcher, Tel Aviv University

Joined

September 2019

Names

Edo Cohen-Karlik (Preferred)

Emails

****@gmail.com (Confirmed)

,

****@mail.tau.ac.il (Confirmed)

Personal Links

Career & Education History

Researcher

Tel Aviv University (tau.ac.il)

2025 – 2027

PhD student

Tel Aviv University (tau.ac.il)

2018 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Present

Expertise

No areas of expertise listed

Publications

On the Expressivity of Selective State-Space Layers: A Multivariate Polynomial Approach
Edo Cohen-Karlik, Itamar Zimerman, Liane Galanti, Ido Andrew Atad, Amir Globerson, Lior Wolf
- AISTATS 2026 Poster
- Readers: Everyone
Provable Benefits of Complex Parameterizations for Structured State Space Models
Yuval Ran-Milo, Eden Lumbroso, Edo Cohen-Karlik, Raja Giryes, Amir Globerson, Nadav Cohen
- NeurIPS 2024 poster
- Readers: Everyone
Overcoming Order in Autoregressive Graph Generation for Molecule Generation
Edo Cohen-Karlik, Eyal Rozenberg, Daniel Freedman
- Accepted by TMLR
- Readers: Everyone
Implicit Bias of Policy Gradient in Linear Quadratic Control: Extrapolation to Unseen Initial States
Noam Razin, Yotam Alexander, Edo Cohen-Karlik, Raja Giryes, Amir Globerson, Nadav Cohen
- ICML 2024 Poster
- Readers: Everyone
Order Agnostic Autoregressive Graph Generation
Edo Cohen-Karlik, Eyal Rozenberg, Daniel Freedman
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone
Learning Low Dimensional State Spaces with Overparameterized Recurrent Neural Nets
Edo Cohen-Karlik, Itamar Menuhin-Gruman, Raja Giryes, Nadav Cohen, Amir Globerson
- Published: 01 Feb 2023, Last Modified: 14 Apr 2023
- ICLR 2023 poster
- Readers: Everyone

Co-Authors