statistical-learning

Documents about statistical-learning

• Statistical Impossibility and Possibility of Aligning LLMs with Human Preferences: From Condorcet Paradox to Nash Equilibrium#189245arXiv (OAI)
• Key Concepts in Online Learning and Decision Making for Personalizing Just-in-Time Adaptive Interventions (pJITAIs)#289563OSF
• Perturbative construction of mean-field equations in extensive-rank matrix factorization and denoising#347910HAL (France)
• Estimating intractable posterior distributions through Gaussian process regression and metropolis-adjusted Langevin procedure#436207HAL (France)
• Embedded Measurement Infrastructure for Continuous Education Research: Design, Statistical Operating Characteristics, and a Simulation Study#450629OSF
• A Bayesian Linear Mixed Model for Estimating Optimal Dynamic Treatment Regimes from Multisite Data#469725OSF
• Statistical and Optimization Principles for Understanding and Controlling Foundation Models#634883eScholarship
• Navigating the new frontier: psychiatrist’s guide to using large language models in daily practice#682932Apollo
• Machine learning topological defect formation: When are the defects made?#999167arXiv (All)
• Three-dimensional, time-dependent analysis of metallic ion adsorption in alginate hydrogels using laser-induced breakdown spectroscopy#353985HAL (France)
• Statistical learning and rhythmic ability in Attention-Deficit/Hyperactivity Disorder: Individual differences outweigh group effects#434925OSF
• Aberrant Neural Entrainment to Word‐Level Speech Patterns in Fragile X Syndrome: Evidence for a Statistical Learning Deficit#485051Europe PMC
• Not simply two sides of the same coin: Target enhancement and distractor suppression draw on independent neural mechanisms#5516Europe PMC
• Learning from the Crowd: the Statistical Information of Others Shapes the Magnitude and Variability of Individual Donation Behavior#29840OSF
• How Reliable is Adult Statistical Learning? A Critical Review of Literature Since Saffran, Newport, and Aslin (1996)#134366OSF
• Regression and statistical analysis of heat transfer enhancement in water/ethylene glycol (40/60) base molybdenum carbide (Mo(2)C) MXene nanofluid using a transient fractional model.#196068NCBI PubMed Central
• Entropy, Causality, and the Asymmetry of Multiversal Connectivity#241882Figshare
• Twin Analyses Without Zygosity Information: The Promise and Pitfalls of the Normal Finite-Mixture-Distribution Twin Model#313347OSF
• Comparing undergraduate learning outcomes and experiences across code-based and non-code-based statistical software platforms in courses utilizing the Passion-Driven Statistics curriculum#342877Springer Nature OA
• Resilient federated learning under data and system heterogeneity via genetic algorithm-based group client selection#406907Springer Nature OA
• Statistical optimization of glucose, sodium citrate and potassium chloride supplementation for enhanced bacteriocin production by Lactococcus lactis MT186647 and Lactobacillus fermentum MT186598 isolated from fermenting Pentaclethra macrophylla benth.#436968NCBI PubMed Central
• ICE: Intervention-Consistent Explanation Evaluation with Statistical Grounding for LLMs#919831arXiv (OAI Expanded)
• ICE: Intervention-Consistent Explanation Evaluation with Statistical Grounding for LLMs#924060arXiv (All)
• Modèles et algorithmes pour l’apprentissage statistique des processus ponctuels avec interactions. Application : analyse et caractérisation de données cosmologiques#8124HAL (France)
• Statistical learning and rhythmic ability in Attention-Deficit/Hyperactivity Disorder: Individual differences outweigh group effects#626481PsyArXiv
• Replication Data for: A Framework for Predicting Wheat Grain Quality Using Hyperspectral and Multispectral Derived Matrices with Statistical Learning Methods#287316CIMMYT Research Data & Software Repository Network Dataverse OAI Archive
• Statistical and machine learning approaches for understanding infectious disease dynamics in response to environmental change: applications to emerging fungal diseases#642205eScholarship
• Automated welding defect detection using statistical and machine learning : case study of hot water tanks manufacturing#144886HAL (France)
• Unsupervised Statistical Models for Anomaly Detection in Industrial Natural Gas Consumption with Synthetic Data#313196Repositorio institucional Séneca
• Enhancing Insurance Fraud Detection Accuracy with Integrated Machine Learning and Statistical Methods#299213Springer Nature OA
• MS1 BJU International — Analytic Code, Statistical Analysis Plan, and De-identified Aggregate Tables for the Single-Surgeon Versius vs da Vinci RARP Comparison#252456Zenodo (CERN)
• Generative machine learning for detector response modeling with a conditional normalizing flow#780547eScholarship
• An Enhanced Short-term Forecasting of Wind Generating Resources based on Edge Computing in Jeju Carbon-Free Islands#497617ScholarSpace
• Statistical Drift detection with parametric Gamma–Weibull and adaptive deep learning for malware detection in IoT data streams#466440Springer Nature OA
• Identifying Anomalous DESI Galaxy Spectra with a Variational Autoencoder#612213eScholarship
• Statistical Adversaries: Natural Backdoor-like Adversarial Features in Clean Vision Datasets#618686arXiv (OAI Expanded)
• Statistical Adversaries: Natural Backdoor-like Adversarial Features in Clean Vision Datasets#620365arXiv (All)
• Fast low energy reconstruction using Convolutional Neural Networks#1038654eScholarship
• COMPUTATIONAL AND AI FRAMEWORKS FOR IDENTIFYING KEY REGULATORY GENES AND THEIR TARGET GENES IN PLANTS AND HUMANS#253320Digital Commons @ Michigan Tech
• The Limits to Common Resource Management: The Bypassed Commons or Commons without Tragedy#499813Munich Personal RePEc Archive
• SEL-OMEGA™ v2: Sovereign Evaluation & Leadership#361361Zenodo (CERN)