当前标签：theoretical

How Do Recommendation Models Amplify Popularity Bias? An Analysis from the Spectral Perspective

馒头and花卷 2025-02-20 16:24 阅读:3 评论:0 推荐:0 编辑

Communication Efficient Large-Scale Training with Adam's Convergence Speed

馒头and花卷 2025-02-13 21:28 阅读:4 评论:0 推荐:0 编辑

Convergence of Adam Under Relaxed Assumptions

馒头and花卷 2025-01-13 16:42 阅读:6 评论:0 推荐:0 编辑

An Empirical Model of Large-Batch Training

馒头and花卷 2024-11-26 17:01 阅读:50 评论:0 推荐:0 编辑

Recursive Algorithm for Sliding Signal Processing

馒头and花卷 2024-11-12 21:20 阅读:10 评论:0 推荐:0 编辑

Frequent Directions

馒头and花卷 2024-11-06 15:47 阅读:41 评论:0 推荐:0 编辑

Auxiliary Learning by Implicit Differentiation

馒头and花卷 2024-10-11 16:34 阅读:36 评论:0 推荐:0 编辑

Memory-Efficient Adaptive Optimization

馒头and花卷 2024-09-10 21:25 阅读:13 评论:0 推荐:0 编辑

BAdam: A Memory Efficient Full Parameter Optimization Method for Large Language Models

馒头and花卷 2024-08-27 10:12 阅读:114 评论:0 推荐:0 编辑

Regularized Stochastic Learning and Online Optimization

馒头and花卷 2024-07-16 09:27 阅读:53 评论:0 推荐:0 编辑

AdaBelief Optimizer: Adapting Stepsizes by the Belief in Observed Gradients

馒头and花卷 2024-07-10 17:05 阅读:35 评论:0 推荐:0 编辑

Understanding Convolution on Graphs via Energies

馒头and花卷 2024-06-19 17:11 阅读:104 评论:0 推荐:0 编辑

On the Parameterization and Initialization of Diagonal State Space Models

馒头and花卷 2024-06-12 14:40 阅读:68 评论:0 推荐:1 编辑

Efficiently Modeling Long Sequences with Structured State Spaces

馒头and花卷 2024-06-12 10:26 阅读:164 评论:0 推荐:0 编辑

Combining Recurrent, Convolutional, and Continuous-time Models with Linear State-Space Layers

馒头and花卷 2024-06-11 20:00 阅读:48 评论:0 推荐:0 编辑

HiPPO: Recurrent Memory with Optimal Polynomial Projections

馒头and花卷 2024-06-05 21:01 阅读:496 评论:2 推荐:2 编辑

BSL: Understanding and Improving Softmax Loss for Recommendation

馒头and花卷 2024-04-02 10:37 阅读:123 评论:0 推荐:0 编辑

Neural Bellman-Ford Networks A General Graph Neural Network Framework for Link Prediction

馒头and花卷 2024-03-02 11:01 阅读:124 评论:3 推荐:0 编辑

Characterizing Graph Datasets for Node Classification Homophily-Heterophily Dichotomy and Beyond

馒头and花卷 2024-02-27 17:12 阅读:139 评论:0 推荐:0 编辑

Revisiting Heterophily For Graph Neural Networks

馒头and花卷 2024-02-27 14:44 阅读:52 评论:0 推荐:0 编辑