Omri Barak
5 papers · 2019–2023 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
NIPS (3)
ICLR (1)
ICML (1)
Top co-authors
Keywords
recurrent neural network
(4)
dynamical system
(2)
gradient descent
(1)
neural activity
(1)
attractor dynamics
(1)
low-rank matrices
(1)
random initialization
(1)
solution space
(1)
hidden state dynamics
(1)
space of solution
(1)
representation learning
(1)
task-related behavior
(1)
multi-task learning
(1)
Papers
The Simplicity Bias in Multi-Task RNNs: Shared Attractors, Reuse of Dynamics, and Geometric Representation
NIPS 2023
Charting and Navigating the Space of Solutions for Recurrent Neural Networks
NIPS 2021
The interplay between randomness and structure during learning in RNNs
NIPS 2020
Implementing Inductive bias for different navigation tasks through diverse RNN attrractors
ICLR 2020
Understanding and Controlling Memory in Recurrent Neural Networks
ICML 2019