Cover Image

Graph Neural Network Generalization with Gaussian Mixture Model Based Augmentation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Abbahaddou, Yassine, Malliaros, Fragkiskos D., Lutzeyer, Johannes F., Aboussalah, Amine Mohamed, Vazirgiannis, Michalis
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Social and Information Networks Applications
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Centrality Graph Shift Operators for Graph Neural Networks
by: Abbahaddou, Yassine, et al.
Published: (2024)

Post-Hoc Robustness Enhancement in Graph Neural Networks with Conditional Random Fields
by: Abbahaddou, Yassine, et al.
Published: (2024)

ADMP-GNN: Adaptive Depth Message Passing GNN
by: Abbahaddou, Yassine, et al.
Published: (2025)

Graph Neural Networks on Discriminative Graphs of Words
by: Abbahaddou, Yassine, et al.
Published: (2024)

A Simple and Yet Fairly Effective Defense for Graph Neural Networks
by: Ennadir, Sofiane, et al.
Published: (2024)

Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacks
by: Abbahaddou, Yassine, et al.
Published: (2024)

Grassmannian Geometry Meets Dynamic Mode Decomposition in DMD-GEN: A New Metric for Mode Collapse in Time Series Generative Models
by: Aboussalah, Amime Mohamed, et al.
Published: (2024)

Exponential Random Graph Models for Dynamic Signed Networks: An Application to International Relations
by: Fritz, Cornelius, et al.
Published: (2022)

Augmented Degree Correction for Bipartite Networks with Applications to Recommender Systems
by: Leinwand, Benjamin, et al.
Published: (2023)

Neural Graph Generator: Feature-Conditioned Graph Generation using Latent Diffusion Models
by: Evdaimon, Iakovos, et al.
Published: (2024)

Media Bias and Polarization through the Lens of a Markov Switching Latent Space Network Model
by: Casarin, Roberto, et al.
Published: (2023)

Signed Graph Autoencoder for Explainable and Polarization-Aware Network Embeddings
by: Nakis, Nikolaos, et al.
Published: (2024)

Graph Neural Machine: A New Model for Learning with Tabular Data
by: Nikolentzos, Giannis, et al.
Published: (2024)

A Behavioral Micro-foundation for Cross-sectional Network Models
by: Butts, Carter T., et al.
Published: (2026)

Leadership and Engagement Dynamics in Legislative Twitter Networks: Statistical Analysis and Modeling
by: Luque, Carolina, et al.
Published: (2024)

A Statistical Model of Bipartite Networks: Application to Cosponsorship in the United States Senate
by: Lo, Adeline, et al.
Published: (2023)

Rumor Forwarding Prediction Model Based on Uncertain Time Series
by: Wang, Ruihong, et al.
Published: (2024)

A Machine Learning Framework for Constructing Heterogeneous Contact Networks: Implications for Epidemic Modelling
by: Kearney, Luke Murray, et al.
Published: (2026)

Causal Inference in Social Platforms Under Approximate Interference Networks
by: Jiang, Yiming, et al.
Published: (2024)

Beyond Asymptotics: Practical Insights into Community Detection in Complex Networks
by: Ke, Tianjun, et al.
Published: (2024)

Measuring Network Dynamics of Opioid Overdose Deaths in the United States
by: Tiwari, Kushagra, et al.
Published: (2024)

Evaluating Policy Effects through Opinion Dynamics and Network Sampling
by: Ang, Eugene T. Y., et al.
Published: (2025)

Assessing the Efficacy of Heuristic-Based Address Clustering for Bitcoin
by: Schnoering, Hugo, et al.
Published: (2024)

Treatment Effect Estimation Amidst Dynamic Network Interference in Online Gaming Experiments
by: Zhu, Yu, et al.
Published: (2024)

Stable Emotional Co-occurrence Patterns Revealed by Network Analysis of Social Media
by: Wu, Qianyun, et al.
Published: (2025)

Ego Group Partition: A Novel Framework for Improving Ego Experiments in Social Networks
by: Deng, Lu, et al.
Published: (2024)

Constructing Reliable Social Networks from Conversational Data: An Ensemble Prompt Engineering Approach with Uncertainty Quantification
by: Kim, Gwanghee, et al.
Published: (2025)

GARG-AML against Smurfing: A Scalable and Interpretable Graph-Based Framework for Anti-Money Laundering
by: Deprez, Bruno, et al.
Published: (2025)

Hodge Decomposition for Urban Traffic Flow: Limits on Dense OD Graphs and Advantages on Road Networks - Los Angeles Case
by: Sun, Yifei
Published: (2025)

Network Science in Psychology
by: Sweet, Tracy, et al.
Published: (2024)

A Simple Model to Estimate Sharing Effects in Social Networks
by: Jeunen, Olivier
Published: (2024)

A Relational Model of Neighborhood Mobility: The Role of Amenities and Cultural Alignment
by: Silva, Thiago H, et al.
Published: (2025)

Network Models of Expertise in the Complex Task of Operating Particle Accelerators
by: Rahman, Roussel, et al.
Published: (2024)

B-Call: Integrating Ideological Position and Political Cohesion in Legislative Voting Models
by: Reutter, Juan, et al.
Published: (2025)

Asymptotically Normal Estimation of Local Latent Network Curvature
by: Wilkins-Reeves, Steven, et al.
Published: (2022)

Analysis of Bipartite Networks in Anime Series: Textual Analysis, Topic Clustering, and Modeling
by: Sosa, Juan, et al.
Published: (2024)

Uncovering migration systems through spatio-temporal tensor co-clustering
by: Almquist, Zack W., et al.
Published: (2021)

Decoding the Pulse of Community during Disasters: Resilience Analysis Based on Fluctuations in Latent Lifestyle Signatures within Human Visitation Networks
by: Ma, Junwei, et al.
Published: (2024)

Generating Synthetic Citation Networks with Communities
by: Brzozowski, Łukasz, et al.
Published: (2026)

Transnational Network Dynamics of Problematic Information Diffusion
by: Villa-Turek, Esteban, et al.
Published: (2024)