Training Overparametrized Neural Networks in Sublinear Time

9 August 2022

Papers citing "Training Overparametrized Neural Networks in Sublinear Time"

8 / 8 papers shown

Title
Video Latent Flow Matching: Optimal Polynomial Projections for Video Interpolation and Extrapolation Yang Cao Zhao-quan Song Chiwun Yang VGen 46 2 0 01 Feb 2025
Fast Gradient Computation for RoPE Attention in Almost Linear Time Yifang Chen Jiayan Huo Xiaoyu Li Yingyu Liang Zhenmei Shi Zhao-quan Song 61 11 0 03 Jan 2025
Efficient SGD Neural Network Training via Sublinear Activated Neuron Identification Lianke Qin Zhao-quan Song Yuanyuan Yang 22 9 0 13 Jul 2023
Fast Submodular Function Maximization Lianke Qin Zhao-quan Song Yitan Wang 21 10 0 15 May 2023
Fast and Efficient Matching Algorithm with Deadline Instances Zhao-quan Song Weixin Wang Chenbo Yin Junze Yin 14 7 0 15 May 2023
A General Algorithm for Solving Rank-one Matrix Sensing Lianke Qin Zhao-quan Song Ruizhe Zhang 25 15 0 22 Mar 2023
Bypass Exponential Time Preprocessing: Fast Neural Network Training via Weight-Data Correlation Preprocessing Josh Alman Jiehao Liang Zhao-quan Song Ruizhe Zhang Danyang Zhuo 71 31 0 25 Nov 2022
Training Multi-Layer Over-Parametrized Neural Network in Subquadratic Time Zhao-quan Song Licheng Zhang Ruizhe Zhang 23 63 0 14 Dec 2021