Robuta

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