Browse State-of-the-Art › Model Selection › Papers, page 10
Model Selection
Papers archive 2025-07-28
archive papers tagged: 2,050 · with a code link: 658 · where Syntology ran a sample: 141 (115 with a run with no instrument failure, 26 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (141 of 2,050 tagged: 115 with a run with no instrument failure, 26 where every run was a failure of Syntology's instrument)
Page 10 of 21: papers 901 to 1,000 of 2,050, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Towards Fundamentally Scalable Model Selection: Asymptotically Fast Update and Selection11 Jun 2024 0 repositories listed
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Posterior and variational inference for deep neural networks with heavy-tailed weights5 Jun 2024 0 repositories listed
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Sparsity-Agnostic Linear Bandits with Adaptive Adversaries3 Jun 2024 0 repositories listed
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From Structured to Unstructured:A Comparative Analysis of Computer Vision and Graph Models in solving Mesh-based PDEs31 May 2024 0 repositories listed
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Fast leave-one-cluster-out cross-validation using clustered Network Information Criterion (NICc)30 May 2024 0 repositories listed
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Policy Trees for Prediction: Interpretable and Adaptive Model Selection for Machine Learning30 May 2024 0 repositories listed
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Clustering-Based Validation Splits for Model Selection under Domain Shift29 May 2024 0 repositories listed
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EdgeSight: Enabling Modeless and Cost-Efficient Inference at the Edge29 May 2024 0 repositories listed
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The Cost of Arbitrariness for Individuals: Examining the Legal and Technical Challenges of Model Multiplicity28 May 2024 0 repositories listed
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The Evolution of Multimodal Model Architectures28 May 2024 0 repositories listed
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Comparative Study of Machine Learning Algorithms in Detecting Cardiovascular Diseases27 May 2024 0 repositories listed
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Cost-efficient Knowledge-based Question Answering with Large Language Models27 May 2024 0 repositories listed
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The Economic Implications of Large Language Model Selection on Earnings and Return on Investment: A Decision Theoretic Model27 May 2024 0 repositories listed
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Green AI in Action: Strategic Model Selection for Ensembles in Production21 May 2024 0 repositories listed
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Simultaneous Identification of Sparse Structures and Communities in Heterogeneous Graphical Models16 May 2024 0 repositories listed
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Comparative Analysis of Predicting Subsequent Steps in Hénon Map15 May 2024 0 repositories listed
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Robust Model Aggregation for Heterogeneous Federated Learning: Analysis and Optimizations11 May 2024 0 repositories listed
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Bridging the Bosphorus: Advancing Turkish Large Language Models through Strategies for Low-Resource Language Adaptation and Benchmarking7 May 2024 0 repositories listed
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Misclassification bounds for PAC-Bayesian sparse deep learning2 May 2024 0 repositories listed
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On Quantum Ambiguity and Potential Exponential Computational Speed-Ups to Solving Dynamic Asset Pricing Models2 May 2024 0 repositories listed
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KITE: A Kernel-based Improved Transferability Estimation Method1 May 2024 0 repositories listed
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MRScore: Evaluating Radiology Report Generation with LLM-based Reward System27 Apr 2024 0 repositories listed
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Automated Model Selection for Generalized Linear Models25 Apr 2024 0 repositories listed
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Estimating the Number of Components in Finite Mixture Models via Variational Approximation25 Apr 2024 0 repositories listed
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On uncertainty-penalized Bayesian information criterion23 Apr 2024 0 repositories listed
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Generalizing Machine Learning Evaluation through the Integration of Shannon Entropy and Rough Set Theory18 Apr 2024 0 repositories listed
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A Sentiment Analysis of Medical Text Based on Deep Learning16 Apr 2024 0 repositories listed
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On the Necessity of Collaboration for Online Model Selection with Decentralized Data15 Apr 2024 0 repositories listed
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Measuring Domain Shifts using Deep Learning Remote Photoplethysmography Model Similarity12 Apr 2024 0 repositories listed
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Dimension-free Relaxation Times of Informed MCMC Samplers on Discrete Spaces5 Apr 2024 0 repositories listed
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SpiKernel: A Kernel Size Exploration Methodology for Improving Accuracy of the Embedded Spiking Neural Network Systems2 Apr 2024 0 repositories listed
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Beyond One-Size-Fits-All: Multi-Domain, Multi-Task Framework for Embedding Model Selection30 Mar 2024 0 repositories listed
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Bayesian Nonparametrics: An Alternative to Deep Learning29 Mar 2024 0 repositories listed
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Individual Text Corpora Predict Openness, Interests, Knowledge and Level of Education29 Mar 2024 0 repositories listed
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EL-MLFFs: Ensemble Learning of Machine Leaning Force Fields26 Mar 2024 0 repositories listed
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Carbon Intensity-Aware Adaptive Inference of DNNs23 Mar 2024 0 repositories listed
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Bridge the Modality and Capability Gaps in Vision-Language Model Selection20 Mar 2024 0 repositories listed
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On the Laplace Approximation as Model Selection Criterion for Gaussian Processes14 Mar 2024 0 repositories listed
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Detection of Unobserved Common Causes based on NML Code in Discrete, Mixed, and Continuous Variables11 Mar 2024 0 repositories listed
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Pre-Trained Model Recommendation for Downstream Fine-tuning11 Mar 2024 0 repositories listed
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Which LLM to Play? Convergence-Aware Online Model Selection with Time-Increasing Bandits11 Mar 2024 0 repositories listed
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A data-centric approach to class-specific bias in image data augmentation7 Mar 2024 0 repositories listed
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Regularized DeepIV with Model Selection7 Mar 2024 0 repositories listed
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Dendrogram of mixing measures: Hierarchical clustering and model selection for finite mixture models4 Mar 2024 0 repositories listed
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A Unified Model Selection Technique for Spectral Clustering Based Motion Segmentation3 Mar 2024 0 repositories listed
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Selection, Ensemble, and Adaptation: Advancing Multi-Source-Free Domain Adaptation via Architecture Zoo3 Mar 2024 0 repositories listed
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Z-AGI Labs at ClimateActivism 2024: Stance and Hate Event Detection on Social Media26 Feb 2024 0 repositories listed
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Comparative Analysis of Data Preprocessing Methods, Feature Selection Techniques and Machine Learning Models for Improved Classification and Regression Performance on Imbalanced Genetic Data22 Feb 2024 0 repositories listed
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Learning under Singularity: An Information Criterion improving WBIC and sBIC20 Feb 2024 0 repositories listed
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Towards Versatile Graph Learning Approach: from the Perspective of Large Language Models18 Feb 2024 0 repositories listed
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Modeling methodology for the accurate and prompt prediction of symptomatic events in chronic diseases15 Feb 2024 0 repositories listed
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Confidence-aware Fine-tuning of Sequential Recommendation Systems via Conformal Prediction14 Feb 2024 0 repositories listed
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Online Foundation Model Selection in Robotics13 Feb 2024 0 repositories listed
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Unsupervised Optimisation of GNNs for Node Clustering12 Feb 2024 0 repositories listed
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Local Projections Inference with High-Dimensional Covariates without Sparsity12 Feb 2024 0 repositories listed
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Compressive Recovery of Signals Defined on Perturbed Graphs12 Feb 2024 0 repositories listed
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Label-Efficient Model Selection for Text Generation12 Feb 2024 0 repositories listed
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Understanding Model Selection For Learning In Strategic Environments12 Feb 2024 0 repositories listed
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Pretrained Generative Language Models as General Learning Frameworks for Sequence-Based Tasks8 Feb 2024 0 repositories listed
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Selective linear segmentation for detecting relevant parameter changes8 Feb 2024 0 repositories listed
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A Bandit Approach with Evolutionary Operators for Model Selection7 Feb 2024 0 repositories listed
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Tuning In: Analysis of Audio Classifier Performance in Clinical Settings with Limited Data7 Feb 2024 0 repositories listed
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Best Practices for Text Annotation with Large Language Models5 Feb 2024 0 repositories listed
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Absolute convergence and error thresholds in non-active adaptive sampling4 Feb 2024 0 repositories listed
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Surfing the modeling of PoS taggers in low-resource scenarios4 Feb 2024 0 repositories listed
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Data-driven model selection within the matrix completion method for causal panel data models2 Feb 2024 0 repositories listed
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Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation1 Feb 2024 0 repositories listed
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Dynamical System Identification, Model Selection and Model Uncertainty Quantification by Bayesian Inference30 Jan 2024 0 repositories listed
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Green Runner: A tool for efficient deep learning component selection29 Jan 2024 0 repositories listed
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Is K-fold cross validation the best model selection method for Machine Learning?29 Jan 2024 0 repositories listed
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Fast Partition-Based Cross-Validation With Centering and Scaling for XᵀX and XᵀY24 Jan 2024 0 repositories listed
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Towards Improved Variational Inference for Deep Bayesian Models23 Jan 2024 0 repositories listed
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Budgeted Online Model Selection and Fine-Tuning via Federated Learning19 Jan 2024 0 repositories listed
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DiffusionGPT: LLM-Driven Text-to-Image Generation System18 Jan 2024 0 repositories listed
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An Axiomatic Approach to Model-Agnostic Concept Explanations12 Jan 2024 0 repositories listed
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Arrival Time Prediction for Autonomous Shuttle Services in the Real World: Evidence from Five Cities10 Jan 2024 0 repositories listed
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Experiment Planning with Function Approximation10 Jan 2024 0 repositories listed
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Music Genre Classification: A Comparative Analysis of CNN and XGBoost Approaches with Mel-frequency cepstral coefficients and Mel Spectrograms9 Jan 2024 0 repositories listed
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Understanding Short-Term Implied Volatility Dynamics: A Model-Independent Approach Beyond Stochastic Volatility8 Jan 2024 0 repositories listed
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Comprehensive Exploration of Synthetic Data Generation: A Survey4 Jan 2024 0 repositories listed
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U-Trustworthy Models.Reliability, Competence, and Confidence in Decision-Making4 Jan 2024 0 repositories listed
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Few-shot Adaptation of Multi-modal Foundation Models: A Survey3 Jan 2024 0 repositories listed
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Explainable Adaptive Tree-based Model Selection for Time Series Forecasting2 Jan 2024 0 repositories listed
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Downstream Task-Oriented Generative Model Selections on Synthetic Data Training for Fraud Detection Models1 Jan 2024 0 repositories listed
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Enhancing the Power of OOD Detection via Sample-Aware Model Selection1 Jan 2024 0 repositories listed
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LEAD: Exploring Logit Space Evolution for Model Selection1 Jan 2024 0 repositories listed
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Application of Machine Learning in Stock Market Forecasting: A Case Study of Disney Stock31 Dec 2023 0 repositories listed
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Inconsistency of cross-validation for structure learning in Gaussian graphical models28 Dec 2023 0 repositories listed
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Dual-stage optimizer for systematic overestimation adjustment applied to multi-objective genetic algorithms for biomarker selection27 Dec 2023 0 repositories listed
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Model Selection for Inverse Reinforcement Learning via Structural Risk Minimization27 Dec 2023 0 repositories listed
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RL-MPCA: A Reinforcement Learning Based Multi-Phase Computation Allocation Approach for Recommender Systems27 Dec 2023 0 repositories listed
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Learning of networked spreading models from noisy and incomplete data20 Dec 2023 0 repositories listed
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Bayesian Model Selection via Mean-Field Variational Approximation17 Dec 2023 0 repositories listed
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Random Models for Fuzzy Clustering Similarity Measures16 Dec 2023 0 repositories listed
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Efficient speech detection in environmental audio using acoustic recognition and knowledge distillation14 Dec 2023 0 repositories listed
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Graph vs. Sequence: An Empirical Study on Knowledge Forms for Knowledge-Grounded Dialogue13 Dec 2023 0 repositories listed
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Predictive variational autoencoder for learning robust representations of time-series data12 Dec 2023 0 repositories listed
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Evaluating the Utility of Model Explanations for Model Development10 Dec 2023 0 repositories listed
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Topological Data Analysis for Neural Network Analysis: A Comprehensive Survey10 Dec 2023 0 repositories listed
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Hate Speech and Offensive Content Detection in Indo-Aryan Languages: A Battle of LSTM and Transformers9 Dec 2023 0 repositories listed