📊 Conformal Prediction - Handler4605 · Scour

Uncertainty Quantification With Multiple Sources 🤖Machine Learning

arxiv.org·6d

Debiased Machine Learning for Conformal Prediction of Counterfactual Outcomes Under Runtime Confounding 🤖Machine Learning

arxiv.org·1d

Staggered Integral Online Conformal Prediction for Safe Dynamics Adaptation with Multi-Step Coverage Guarantees 🌐Distributed Systems

arxiv.org·20h

MEC: Machine-Learning-Assisted Generalized Entropy Calibration for Semi-Supervised Mean Estimation 🤖Machine Learning

arxiv.org·20h

Inference for Clustering: Conformal Sets for Cluster Labels 🔵Topology

arxiv.org·1d

Extreme Conformal Prediction: Reliable Intervals for High-Impact Events 🔗WCOJ

arxiv.org·6d

Probabilistic Tree Inference Enabled by FDSOI Ferroelectric FETs 🌸Bloom Filters

arxiv.org·20h

Evolutionary Search for Automated Design of Uncertainty Quantification Methods 📇Vector Indexing

arxiv.org·1d

LLM Evaluation as Tensor Completion: Low Rank Structure and Semiparametric Efficiency 🤖Machine Learning

arxiv.org·20h

Scalable Variational Bayesian Fine-Tuning of LLMs via Orthogonalized Low-Rank Adapters 🤖Machine Learning

arxiv.org·1d

Sparse Probabilistic Richardson Extrapolation 🤖Machine Learning

arxiv.org·5d

Sampling Parallelism for Fast and Efficient Bayesian Learning 📊Columnar Execution

arxiv.org·1d

Online Reasoning Calibration: Test-Time Training Enables Generalizable Conformal LLM Reasoning 🧮SMT Solvers

arxiv.org·6d

Diffusion Policy with Bayesian Expert Selection for Active Multi-Target Tracking 🤖Machine Learning

arxiv.org·1d

Probably Approximately Correct (PAC) Guarantees for Data-Driven Reachability Analysis: A Theoretical and Empirical Comparison 🔓Lock-Free Structures

arxiv.org·1d

UQ-SHRED: uncertainty quantification of shallow recurrent decoder networks for sparse sensing via engression 🔍SPLADE

arxiv.org·5d

A Numerical Method for Coupling Parameterized Physics-Informed Neural Networks and FDM for Advanced Thermal-Hydraulic System Simulation 🗺️Procedural Generation

arxiv.org·2d

Implementation and Workflows for INLA-Based Approximate Bayesian Structural Equation Modelling 🤖Machine Learning

arxiv.org·6d

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