🎲 Probabilistic Programming - DiToast · Scour

A Gradual Probabilistic Lambda Calculus ⚙Functional Programming

arxiv.org·2d

Nested Multilevel Monte Carlo with Preintegration for Efficient Risk Estimation 🎯Randomized Algorithms

arxiv.org·3d

A unifying view of contrastive learning, importance sampling, and bridge sampling for energy-based models 🎯Randomized Algorithms

arxiv.org·6h

A Multilevel Monte Carlo Virtual Element Method for Uncertainty Quantification of Elliptic Partial Differential Equations 🎯Randomized Algorithms

arxiv.org·6h

Data Distribution Valuation Using Generalized Bayesian Inference ⚖Algorithmic Game Theory

arxiv.org·2d

Bayesian Inference for Estimating Generation Costs in Electricity Markets 🎯Randomized Algorithms

arxiv.org·6h

A Numerical Method for Coupling Parameterized Physics-Informed Neural Networks and FDM for Advanced Thermal-Hydraulic System Simulation 🏗Computer Architecture

arxiv.org·4d

SELFDOUBT: Uncertainty Quantification for Reasoning LLMs via the Hedge-to-Verify Ratio ⚙Functional Programming

arxiv.org·1d

Uncertainty Estimation for Deep Reconstruction in Actuatic Disaster Scenarios with Autonomous Vehicles 🎯Randomized Algorithms

arxiv.org·1d

Convolutional Surrogate for 3D Discrete Fracture-Matrix Tensor Upscaling 🎯Randomized Algorithms

arxiv.org·4d

Extending Tabular Denoising Diffusion Probabilistic Models for Time-Series Data Generation 🎯Randomized Algorithms

arxiv.org·2d

MEC: Machine-Learning-Assisted Generalized Entropy Calibration for Semi-Supervised Mean Estimation 📊Information Theory

arxiv.org·2d

A Tensor-Train Framework for Bayesian Inference in High-Dimensional Systems: Applications to MIMO Detection and Channel Decoding 📊Information Theory

arxiv.org·2d

From Perception to Autonomous Computational Modeling: A Multi-Agent Approach ⚖Algorithmic Game Theory

arxiv.org·1d

Probabilistic Tree Inference Enabled by FDSOI Ferroelectric FETs 📈Complexity Theory

arxiv.org·2d

FVD: Inference-Time Alignment of Diffusion Models via Fleming-Viot Resampling 🕸️Graph Theory

arxiv.org·1d

Improving Semantic Uncertainty Quantification in Language Model Question-Answering via Token-Level Temperature Scaling 📊Information Theory

arxiv.org·1d

AGSC: Adaptive Granularity and Semantic Clustering for Uncertainty Quantification in Long-text Generation 🧬Hygienic Macros

arxiv.org·1d

High-Precision Estimation of the State-Space Complexity of Shogi via the Monte Carlo Method 🎯Randomized Algorithms

arxiv.org·1d

LLM Evaluation as Tensor Completion: Low Rank Structure and Semiparametric Efficiency 🔢Mathematical Logic

arxiv.org·2d

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