Barak, Omri

7 publications

NeurIPS 2025 Finding Separatrices of Dynamical Flows with Deep Koopman Eigenfunctions Kabir Vinay Dabholkar, Omri Barak

NeurIPS 2025 Learning Dynamics of RNNs in Closed-Loop Environments Yoav Ger, Omri Barak

NeurIPS 2023 The Simplicity Bias in Multi-Task RNNs: Shared Attractors, Reuse of Dynamics, and Geometric Representation Elia Turner, Omri Barak

NeurIPS 2021 Charting and Navigating the Space of Solutions for Recurrent Neural Networks Elia Turner, Kabir V Dabholkar, Omri Barak

ICLR 2020 Implementing Inductive Bias for Different Navigation Tasks Through Diverse RNN Attrractors Tie Xu, Omri Barak

NeurIPS 2020 The Interplay Between Randomness and Structure During Learning in RNNs Friedrich Schuessler, Francesca Mastrogiuseppe, Alexis Dubreuil, Srdjan Ostojic, Omri Barak

ICML 2019 Understanding and Controlling Memory in Recurrent Neural Networks Doron Haviv, Alexander Rivkind, Omri Barak