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Computationally Efficient Estimation of Localized Treatment Effects in High-Dimensional Design Spaces using Gaussian Process Regression
Arxiv
0+阅读 · 1月6日
First Provably Optimal Asynchronous SGD for Homogeneous and Heterogeneous Data
Arxiv
0+阅读 · 1月5日
Who Laughs with Whom? Disentangling Influential Factors in Humor Preferences across User Clusters and LLMs
Arxiv
0+阅读 · 1月6日
Think-on-Graph 3.0: Efficient and Adaptive LLM Reasoning on Heterogeneous Graphs via Multi-Agent Dual-Evolving Context Retrieval
Arxiv
0+阅读 · 1月6日
Scalable Ultra-High-Dimensional Quantile Regression with Genomic Applications
Arxiv
0+阅读 · 1月6日
TimeMosaic: Temporal Heterogeneity Guided Time Series Forecasting via Adaptive Granularity Patch and Segment-wise Decoding
Arxiv
0+阅读 · 1月5日
Tessellation Localized Transfer learning for nonparametric regression
Arxiv
0+阅读 · 1月2日
Beyond Homophily: Community Search on Heterophilic Graphs
Arxiv
0+阅读 · 1月5日
Sparse Bayesian Message Passing under Structural Uncertainty
Arxiv
0+阅读 · 1月3日
Unsupervised dense random survival forests identify interpretable patient profiles with heterogeneous treatment benefit
Arxiv
0+阅读 · 1月4日
Data integration using covariate summaries from external sources
Arxiv
0+阅读 · 1月4日
Length-Aware Adversarial Training for Variable-Length Trajectories: Digital Twins for Mall Shopper Paths
Arxiv
0+阅读 · 1月4日
A Sparse-Attention Deep Learning Model Integrating Heterogeneous Multimodal Features for Parkinson's Disease Severity Profiling
Arxiv
0+阅读 · 1月2日
Subgroup Identification and Individualized Treatment Policies: A Tutorial on the Hybrid Two-Stage Workflow
Arxiv
0+阅读 · 2025年12月31日
A Clustering Approach for Basket Trials Based on Treatment Response Trajectories
Arxiv
0+阅读 · 1月1日
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