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Papers
$\mathrmμ$nit Scaling: Simple and Scalable FP8 LLM Training
ICML 2025
Deep Linear Network Training Dynamics from Random Initialization: Data, Width, Depth, and Hyperparameter Transfer
ICML 2025
Function-Space Learning Rates
ICML 2025
Maximal Update Parametrization and Zero-Shot Hyperparameter Transfer for Fourier Neural Operators
ICML 2025
Offline-to-Online Hyperparameter Transfer for Stochastic Bandits
AAAI 2025
Scaling Optimal LR Across Token Horizons
ICLR 2025
$\boldsymbol{\mu}\mathbf{P^2}$: Effective Sharpness Aware Minimization Requires Layerwise Perturbation Scaling
NeurIPS 2024
Depthwise Hyperparameter Transfer in Residual Networks: Dynamics and Scaling Limit
ICLR 2024
On the Parameterization of Second-Order Optimization Effective towards the Infinite Width
ICLR 2024
Sparse maximal update parameterization: A holistic approach to sparse training dynamics
NeurIPS 2024
Tensor Programs VI: Feature Learning in Infinite Depth Neural Networks
ICLR 2024