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QnRL: Quantum-Native Reinforcement Learning

 🎮Reinforcement Learning  Content type: Academic
arxiv.org·

Quantum resources in non-stoquastic quantum annealing

 ⚛️Physics  Content type: Academic
arxiv.org·

A 65 nm Multi-Modal Bayesian Inference Engine with 16.3 fJ/Sample Calibration-Free GRNG for Risk-Aware At-Home Skin Lesion Screening

 📊Statistics  Content type: Academic
arxiv.org·

Spatial Model Selection and Uncertainty Quantification: Comparing Continuous and Discrete Wound Healing Models

 📊Statistics  Content type: Academic
arxiv.org·

Agentic Monte Carlo: Simulating Reinforcement Learning for Black-Box Agents

 🎮Reinforcement Learning  Content type: Academic
arxiv.org·

Large-scale empirical tuning and comparison of default optimizers for variational inference

 📊Statistics  Content type: Academic
arxiv.org·

Principled Uncertainty in Clinical AI: End-to-End Bayesian Modelling and Algorithmic Equity Auditing Across Multimodal Patient Data

 📊Statistics  Content type: Academic
arxiv.org·

A coupling-based approach to f-divergences diagnostics for Markov chain Monte Carlo

 🎲Stochastic Processes  Content type: Academic
arxiv.org·

ReflectiChain: Epistemic Grounding in LLM-Driven World Models for Supply Chain Resilience

 🎮Reinforcement Learning  Content type: Academic
arxiv.org·

Sample Where You Struggle: Sharpening Base Model Reasoning via Entropy-Guided Power Sampling

 🎲Bayesian Inference  Content type: Academic
arxiv.org·

Bayesian Selective Latent Inference for Wastewater-First Influenza Monitoring

 📊Statistics  Content type: Academic
arxiv.org·

From data to decisions: Bayesian modelling and global sensitivity analysis for flotation control

 📊Statistics  Content type: Academic
arxiv.org·

Bayesian Global Fr\'echet Regression via Weak Conditional Expectations

 📊Statistics  Content type: Academic
arxiv.org·

Minimum Distortion Quantization with Specified Output Distribution

 📡Information Theory  Content type: Academic
arxiv.org·

Function-Space Priors for Bayesian Neural ODEs with Application to Vessel Trajectory Prediction

 🤖AI  Content type: Academic
arxiv.org·

Robust high-dimensional Bayesian regression with non-Gaussian errors under global--local shrinkage priors

 📊Statistics  Content type: Academic
arxiv.org·

$\alpha$-PFN: Fast Entropy Search via In-Context Learning

 📊Statistics  Content type: Academic
arxiv.org·

Liesel: A Python Framework for Graph-Based Bayesian Modeling and Customizable MCMC with Support for Generalized Additive Models

 📊Statistics  Content type: Academic
arxiv.org·

On Improved Statistical Accuracy of Low-Order Polynomial Chaos Approximations

 🎛️Fine-tuning  Content type: Academic
arxiv.org·

A New Perspective on Reverse Diffusion for Monte Carlo Sampling

 📊Bayesian Statistics  Content type: Academic
arxiv.org·

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