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Bounding causal effects with an unknown mixture of informative and non-informative missingness
Bounding causal effects with an unknown mixture of informative and non-informative missingness
Arxiv
0+阅读 · 3月17日
Semiparametric Inference under Dual Positivity Boundaries:Nested Identification with Administrative Censoring and Confounded Treatment
Arxiv
0+阅读 · 3月17日
Refined Inference for Asymptotically Linear Estimators with Non-Negligible Second-Order Remainders
Arxiv
0+阅读 · 3月15日
Data-Driven Influence Functions for Optimization-Based Causal Inference
Arxiv
0+阅读 · 3月13日
Infusion: Shaping Model Behavior by Editing Training Data via Influence Functions
Arxiv
0+阅读 · 3月9日
Bias-Targeted Nonparametric Balancing for Stable Causal Mediation Analysis
Arxiv
0+阅读 · 2月9日
Infusion: Shaping Model Behavior by Editing Training Data via Influence Functions
Arxiv
0+阅读 · 2月10日
Infusion: Shaping Model Behavior by Editing Training Data via Influence Functions
Arxiv
0+阅读 · 2月11日
Better Hessians Matter: Studying the Impact of Curvature Approximations in Influence Functions
Arxiv
0+阅读 · 2月15日
Scalable Multi-Stage Influence Function for Large Language Models via Eigenvalue-Corrected Kronecker-Factored Parameterization
Arxiv
0+阅读 · 2月6日
Concept Influence: Leveraging Interpretability to Improve Performance and Efficiency in Training Data Attribution
Arxiv
0+阅读 · 2月16日
Detecting Instruction Fine-tuning Attacks using Influence Function
Arxiv
0+阅读 · 1月30日
Efficient Estimation of Kernel Surrogate Models for Task Attribution
Arxiv
0+阅读 · 2月3日
E2HiL: Entropy-Guided Sample Selection for Efficient Real-World Human-in-the-Loop Reinforcement Learning
Arxiv
0+阅读 · 1月27日
LoRIF: Low-Rank Influence Functions for Scalable Training Data Attribution
Arxiv
0+阅读 · 1月29日
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