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Graph Data Augmentation with Contrastive Learning on Covariate Distribution Shift
Arxiv
0+阅读 · 11月30日
Weighted Conformal Prediction for Survival Analysis under Covariate Shift
Arxiv
0+阅读 · 12月3日
An Estimand-Focused Approach for AUC Estimation, Generalization, and Comparison: From Non-representative Samples to Target Population
Arxiv
0+阅读 · 11月19日
A Conditional Distribution Equality Testing Framework using Deep Generative Learning
Arxiv
0+阅读 · 11月26日
Learning bounds for doubly-robust covariate shift adaptation
Arxiv
0+阅读 · 11月14日
ZTRS: Zero-Imitation End-to-end Autonomous Driving with Trajectory Scoring
Arxiv
0+阅读 · 10月28日
Estimating Treatment Effects in Networks using Domain Adversarial Training
Arxiv
0+阅读 · 10月24日
MemER: Scaling Up Memory for Robot Control via Experience Retrieval
Arxiv
0+阅读 · 10月23日
$Δ\mathrm{Energy}$: Optimizing Energy Change During Vision-Language Alignment Improves both OOD Detection and OOD Generalization
Arxiv
0+阅读 · 10月13日
DecompGAIL: Learning Realistic Traffic Behaviors with Decomposed Multi-Agent Generative Adversarial Imitation Learning
Arxiv
0+阅读 · 10月8日
Technical note on Fisher Information for Robust Federated Cross-Validation
Arxiv
0+阅读 · 10月4日
Transporting Predictions via Double Machine Learning: Predicting Partially Unobserved Students' Outcomes
Transporting Predictions via Double Machine Learning: Predicting Partially Unobserved Students' Outcomes
Arxiv
0+阅读 · 10月1日
Rethinking Layer-wise Model Merging through Chain of Merges
Arxiv
0+阅读 · 10月1日
Calibrated Counterfactual Conformal Fairness ($C^3F$): Post-hoc, Shift-Aware Coverage Parity via Conformal Prediction and Counterfactual Regularization
Arxiv
0+阅读 · 9月29日
SpeedCP: Fast Kernel-based Conditional Conformal Prediction
Arxiv
0+阅读 · 9月28日
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