Robuta

https://openreview.net/forum?id=EO1Qev952p On Socially Fair Low-Rank Approximation and Column Subset Selection | OpenReview Low-rank approximation and column subset selection are two fundamental and related problems that are applied across a wealth of machine learning applications.... low rank approximation socially fair https://openreview.net/forum?id=J1rhANsCY9 Learning Representation from Neural Fisher Kernel with Low-rank Approximation | OpenReview In this paper, we study the representation of neural networks from the view of kernels. We first define the Neural Fisher Kernel (NFK), which is the Fisher... low rank approximation learning representation fisher kernel neural https://openreview.net/forum?id=65UoJ0z7Kp SeTAR: Out-of-Distribution Detection with Selective Low-Rank Approximation | OpenReview Out-of-distribution (OOD) detection is crucial for the safe deployment of neural networks. Existing CLIP-based approaches perform OOD detection by devising... low rank approximation out of setar distribution detection https://arxiv.org/abs/2408.05595 [2408.05595] Low-rank approximation of parameter-dependent matrices via CUR decomposition Abstract page for arXiv paper 2408.05595: Low-rank approximation of parameter-dependent matrices via CUR decomposition low rank approximation https://openreview.net/forum?id=zrmQ4koOw9 WSVD: Weighted Low-Rank Approximation for Fast and Efficient Execution of Low-Precision... Singular Value Decomposition (SVD) has become an important technique for reducing the computational burden of Vision Language Models (VLMs), which play a... low rank approximation https://openreview.net/forum?id=9Q0dNBYeEY Taming Momentum: Rethinking Optimizer States Through Low-Rank Approximation | OpenReview Modern optimizers like Adam and Muon are central to training large language models, but their reliance on first- and second-order momenta introduces... low rank approximation taming momentum rethinking optimizer https://www.unive.it/data/33113/9/115722 Event: Randomized sampling for low-rank approximation - Unive low rank approximation event randomized sampling unive https://www.unive.it/data/agenda/9/115722 Evento: Randomized sampling for low-rank approximation - Unive low rank approximation evento randomized sampling unive https://arxiv.org/abs/1211.3569 [1211.3569] Low rank approximation of polynomials Abstract page for arXiv paper 1211.3569: Low rank approximation of polynomials low rank approximation 1211 3569 polynomials