https://openreview.net/forum?id=WvvkbWD1vL
MoMo: Momentum Models for Adaptive Learning Rates | OpenReview
Training a modern machine learning architecture on a new task requires extensive learning-rate tuning, which comes at a high computational cost. Here we...
adaptive learningmomomomentummodelsrates
https://huggingface.co/papers/2506.01049
Paper page - Taming LLMs by Scaling Learning Rates with Gradient Grouping
Join the discussion on this paper page
learning ratespapertamingllms
https://www.datacamp.com/tutorial/cyclical-learning-neural-nets
Introduction to Cyclical Learning Rates | DataCamp
Learn what cyclical learning rate policy is and how it can improve the training of a neural network.
learning ratesintroductioncyclicaldatacamp
https://openreview.net/forum?id=DGSmVHmOrv
Special Properties of Gradient Descent with Large Learning Rates | OpenReview
When training neural networks, it has been widely observed that a large step size is essential in stochastic gradient descent (SGD) for obtaining superior...
special propertiesgradient descentlearning rateslargeopenreview
https://jmlr.org/papers/v21/19-734.html
Sobolev Norm Learning Rates for Regularized Least-Squares Algorithms
regularized least squaressobolev normlearning ratesalgorithms
https://openreview.net/forum?id=2BCSilfrJk
Maximal Initial Learning Rates in Deep ReLU Networks | OpenReview
Training a neural network requires choosing a suitable learning rate, which involves a trade-off between speed and effectiveness of convergence. While there...
learning ratesmaximalinitialdeeprelu
https://openreview.net/forum?id=UN7nXLeh9D&referrer=%5BAuthor%20Console%5D(%2Fgroup%3Fid%3DNeurIPS.cc%2F2024%2FConference%2FAuthors%23your-submissions)
Improved learning rates in multi-unit uniform price auctions | OpenReview
Motivated by the strategic participation of electricity producers in electricity day-ahead market, we study the problem of online learning in repeated...
learning ratesmulti unitimproveduniformprice