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Oversmoothing, Oversquashing, Heterophily, Long-Range, and more: Demystifying Common Beliefs in Graph Machine Learning
Arxiv
0+阅读 · 2月19日
SOLVAR: Fast covariance-based heterogeneity analysis with pose refinement for cryo-EM
Arxiv
0+阅读 · 2月19日
Ringleader ASGD: The First Asynchronous SGD with Optimal Time Complexity under Data Heterogeneity
Arxiv
0+阅读 · 2月19日
Understanding Transformer Optimization via Gradient Heterogeneity
Arxiv
0+阅读 · 2月18日
The empirical distribution of sequential LS factors in Multi-level Dynamic Factor Models
Arxiv
0+阅读 · 2月17日
da Costa and Tarski meet Goguen and Carnap: a novel approach for ontological heterogeneity based on consequence systems
Arxiv
0+阅读 · 2月16日
Measures for Assessing Causal Effect Heterogeneity Unexplained by Covariates
Arxiv
0+阅读 · 2月9日
OServe: Accelerating LLM Serving via Spatial-Temporal Workload Orchestration
Arxiv
0+阅读 · 2月12日
SynergyKGC: Reconciling Topological Heterogeneity in Knowledge Graph Completion via Topology-Aware Synergy
Arxiv
0+阅读 · 2月11日
Identification of random material properties as stochastic inversion problem
Arxiv
0+阅读 · 2月16日
Integrating granular data into a multilayer network: an interbank model of the euro area for systemic risk assessment
Arxiv
0+阅读 · 2月11日
State policy heterogeneity analyses: considerations and proposals
Arxiv
0+阅读 · 2月9日
Beyond Aggregation: Guiding Clients in Heterogeneous Federated Learning
Arxiv
0+阅读 · 2月11日
Fed-PISA: Federated Voice Cloning via Personalized Identity-Style Adaptation
Arxiv
0+阅读 · 2月7日
Consistency Assessment of Regional Treatment Effect for Multi-Regional Clinical Trials in the Presence of Covariate Shift
Arxiv
0+阅读 · 2月7日
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