当前标签：theoretical

Density estimation using Real NVP

馒头and花卷 2023-05-25 10:34 阅读:69 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

Learning with Local and Global Consistency

馒头and花卷 2023-05-23 09:44 阅读:159 评论:0 推荐:0 编辑

Combining Label Propagation and Simple Models Out-performs Graph Neural Networks

馒头and花卷 2023-05-22 15:58 阅读:39 评论:0 推荐:0 编辑

DeeperGCN All You Need to Train Deeper GCNs

馒头and花卷 2023-05-13 16:22 阅读:77 评论:0 推荐:0 编辑

Diffusion models as plug-and-play priors

馒头and花卷 2023-05-10 20:47 阅读:192 评论:0 推荐:0 编辑

Controllable Guarantees for Fair Outcomes via Contrastive Information Estimation

馒头and花卷 2023-05-06 14:36 阅读:25 评论:0 推荐:0 编辑

Invariant and Equivariant Graph Networks

馒头and花卷 2023-04-24 16:22 阅读:86 评论:0 推荐:0 编辑

Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks

馒头and花卷 2023-04-20 19:49 阅读:70 评论:0 推荐:0 编辑

FastGCN Fast Learning with Graph Convolutional Networks via Importance Sampling

馒头and花卷 2023-04-16 17:15 阅读:116 评论:0 推荐:0 编辑

Deeper Insights into Graph Convolutional Networks for Semi-Supervised Learning

馒头and花卷 2023-04-16 14:45 阅读:41 评论:0 推荐:0 编辑

Graph Neural Networks for Link Prediction with Subgraph Sketching

馒头and花卷 2023-04-05 20:53 阅读:404 评论:0 推荐:0 编辑

Uncertainty Quantification for Fairness in Two-Stage Recommender Systems

馒头and花卷 2023-03-29 15:32 阅读:63 评论:0 推荐:0 编辑

Beyond Link Prediction: Predicting Hyperlinks in Adjacency Space

馒头and花卷 2023-03-14 19:58 阅读:34 评论:0 推荐:0 编辑

Link Prediction Based on Graph Neural Networks

馒头and花卷 2023-03-12 14:44 阅读:176 评论:0 推荐:0 编辑

Weisfeiler-Lehman Neural Machine for Link Prediction

馒头and花卷 2023-03-11 20:05 阅读:169 评论:0 推荐:0 编辑

Denoising Diffusion Implicit Models

馒头and花卷 2023-03-07 15:27 阅读:218 评论:0 推荐:0 编辑

On the Theories Behind Hard Negative Sampling for Recommendation

馒头and花卷 2023-02-27 15:37 阅读:205 评论:0 推荐:0 编辑

Learning Recommenders for Implicit Feedback with Importance Resampling

馒头and花卷 2023-02-25 12:05 阅读:58 评论:0 推荐:0 编辑

Personalized Ranking with Importance Sampling

馒头and花卷 2023-02-19 18:25 阅读:72 评论:1 推荐:0 编辑