Maissam Barkeshli
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🐣
Hot Topic Early Bird
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The Questioner
(2)
Venues
Top co-authors
Research topics
Keywords
hessian eigenvalue
(2)
neural network optimization
(2)
edge of stability
(2)
stochastic gradient descent
(2)
learning rate
(1)
adam optimizer
(1)
training dynamics
(1)
learning rate warmup
(1)
gradient descent dynamics
(1)
attention pattern
(1)
embedding layer
(1)
neural network
(1)
phase diagram
(1)
linear congruential generators
(1)
modulus
(1)
pseudo-random numbers
(1)
transformer
(1)
loss landscape
(1)
hyperparameter tuning
(1)
Papers
(How) Can Transformers Predict Pseudo-Random Numbers?
ICML 2025
Universal Sharpness Dynamics in Neural Network Training: Fixed Point Analysis, Edge of Stability, and Route to Chaos
ICLR 2025
Why Warmup the Learning Rate? Underlying Mechanisms and Improvements
NeurIPS 2024
Phase diagram of early training dynamics in deep neural networks: effect of the learning rate, depth, and width
NeurIPS 2023