当前标签：ICML

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

Adafactor: Adaptive Learning Rates with Sublinear Memory Cost

馒头and花卷 2024-09-11 15:28 阅读:93 评论:0 推荐:0 编辑

GaLore Memory-Efficient LLM Training by Gradient Low-Rank Projection

馒头and花卷 2024-08-27 16:05 阅读:81 评论:0 推荐:0 编辑

Structure-Aware Transformer for Graph Representation Learning

馒头and花卷 2024-06-17 11:14 阅读:37 评论:0 推荐:0 编辑

Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations

馒头and花卷 2024-05-26 09:40 阅读:897 评论:0 推荐:2 编辑

PA-GNN Parameter-Adaptive Graph Neural Networks

馒头and花卷 2024-02-29 15:34 阅读:31 评论:0 推荐:0 编辑

A fast and simple algorithm for training neural probabilistic language models

馒头and花卷 2023-12-13 10:36 阅读:13 评论:0 推荐:0 编辑

Graph Neural Networks with Learnable and Optimal Polynomial Bases

馒头and花卷 2023-12-02 16:21 阅读:60 评论:0 推荐:0 编辑

Learning to rank: from pairwise approach to listwise approach

馒头and花卷 2023-11-19 21:10 阅读:184 评论:0 推荐:1 编辑

Linkless Link Prediction via Relational Distillation

馒头and花卷 2023-11-06 14:21 阅读:51 评论:0 推荐:0 编辑

Robust Graph Representation Learning via Neural Sparsification

馒头and花卷 2023-10-18 16:12 阅读:23 评论:0 推荐:0 编辑

Graph Neural Networks Inspired by Classical Iterative Algorithms

馒头and花卷 2023-06-11 09:29 阅读:36 评论:0 推荐:0 编辑

Semi-Supervised Learning Using Gaussian Fields and Harmonic Functions

馒头and花卷 2023-05-23 14:23 阅读:1 评论:0 推荐:0 编辑

Understanding Dataset Difficulty with V-Usable Information

馒头and花卷 2023-05-08 13:34 阅读:189 评论:0 推荐:0 编辑

Stochastic Training of Graph Convolutional Networks with Variance Reduction

馒头and花卷 2023-04-15 15:52 阅读:88 评论:0 推荐:0 编辑

When AUC meets DRO: Optimizing Partial AUC for Deep Learning with Non-Convex Convergence Guarantee

馒头and花卷 2023-02-26 19:49 阅读:227 评论:0 推荐:0 编辑

Elastic Graph Neural Networks

馒头and花卷 2022-10-17 16:05 阅读:64 评论:0 推荐:0 编辑

Neural Message Passing for Quantum Chemistry

馒头and花卷 2022-09-28 11:01 阅读:78 评论:0 推荐:0 编辑

Adaptive Sampled Softmax with Kernel Based Sampling

馒头and花卷 2022-09-23 14:03 阅读:73 评论:0 推荐:0 编辑

On Variational Bounds of Mutual Information

馒头and花卷 2022-08-07 10:18 阅读:601 评论:0 推荐:1 编辑