Browse State-of-the-Art › Model Selection › Papers, page 11

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 11 of 21: papers 1,001 to 1,100 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.

• Deep Bayes Factors
  8 Dec 2023 0 repositories listed
• Approximating Solutions to the Knapsack Problem using the Lagrangian Dual Framework
  6 Dec 2023 0 repositories listed
• Approximation of Intractable Likelihood Functions in Systems Biology via Normalizing Flows
  4 Dec 2023 0 repositories listed
• Risk-Controlling Model Selection via Guided Bayesian Optimization
  4 Dec 2023 0 repositories listed
• A Review of Cross-Sectional Matrix Exponential Spatial Models
  24 Nov 2023 0 repositories listed
• An Empirical Investigation into Benchmarking Model Multiplicity for Trustworthy Machine Learning: A Case Study on Image Classification
  24 Nov 2023 0 repositories listed
• Empirical Comparison between Cross-Validation and Mutation-Validation in Model Selection
  23 Nov 2023 0 repositories listed
• Extending Variability-Aware Model Selection with Bias Detection in Machine Learning Projects
  23 Nov 2023 0 repositories listed
• Task-Distributionally Robust Data-Free Meta-Learning
  23 Nov 2023 0 repositories listed
• GPT in Data Science: A Practical Exploration of Model Selection
  20 Nov 2023 0 repositories listed
• Designing Interpretable ML System to Enhance Trust in Healthcare: A Systematic Review to Proposed Responsible Clinician-AI-Collaboration Framework
  18 Nov 2023 0 repositories listed
• Supervised structure learning
  17 Nov 2023 0 repositories listed
• To Translate or Not to Translate: A Systematic Investigation of Translation-Based Cross-Lingual Transfer to Low-Resource Languages
  15 Nov 2023 0 repositories listed
• Comparison of model selection techniques for seafloor scattering statistics
  14 Nov 2023 0 repositories listed
• Saturn: Efficient Multi-Large-Model Deep Learning
  6 Nov 2023 0 repositories listed
• An energy-based comparative analysis of common approaches to text classification in the Legal domain
  2 Nov 2023 0 repositories listed
• Can Large Language Models Capture Public Opinion about Global Warming? An Empirical Assessment of Algorithmic Fidelity and Bias
  1 Nov 2023 0 repositories listed
• Pretraining Data Mixtures Enable Narrow Model Selection Capabilities in Transformer Models
  1 Nov 2023 0 repositories listed
• Optimizing accuracy and diversity: a multi-task approach to forecast combinations
  31 Oct 2023 0 repositories listed
• NoMoPy: Noise Modeling in Python
  31 Oct 2023 0 repositories listed
• Approximate Leave-one-out Cross Validation for Regression with ℓ₁ Regularizers (extended version)
  26 Oct 2023 0 repositories listed
• Causal Q-Aggregation for CATE Model Selection
  25 Oct 2023 0 repositories listed
• Random Matrix Analysis to Balance between Supervised and Unsupervised Learning under the Low Density Separation Assumption
  20 Oct 2023 0 repositories listed
• Online Estimation with Rolling Validation: Adaptive Nonparametric Estimation with Streaming Data
  18 Oct 2023 0 repositories listed
• VoxArabica: A Robust Dialect-Aware Arabic Speech Recognition System
  17 Oct 2023 0 repositories listed
• IW-GAE: Importance Weighted Group Accuracy Estimation for Improved Calibration and Model Selection in Unsupervised Domain Adaptation
  16 Oct 2023 0 repositories listed
• Model Selection of Anomaly Detectors in the Absence of Labeled Validation Data
  16 Oct 2023 0 repositories listed
• Target Variable Engineering
  13 Oct 2023 0 repositories listed
• Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models
  11 Oct 2023 0 repositories listed
• Risk Aware Benchmarking of Large Language Models
  11 Oct 2023 0 repositories listed
• Exploring the Maze of Multilingual Modeling
  9 Oct 2023 0 repositories listed
• SC-Safety: A Multi-round Open-ended Question Adversarial Safety Benchmark for Large Language Models in Chinese
  9 Oct 2023 0 repositories listed
• A Symmetry-based Framework for Model Selection of Coral Reef Population Growth Models
  7 Oct 2023 0 repositories listed
• Combining UPerNet and ConvNeXt for Contrails Identification to reduce Global Warming
  7 Oct 2023 0 repositories listed
• Test-Time Adaptation Induces Stronger Accuracy and Agreement-on-the-Line
  7 Oct 2023 0 repositories listed
• Understanding prompt engineering may not require rethinking generalization
  6 Oct 2023 0 repositories listed
• A ModelOps-based Framework for Intelligent Medical Knowledge Extraction
  4 Oct 2023 0 repositories listed
• Tuning Large language model for End-to-end Speech Translation
  3 Oct 2023 0 repositories listed
• Structural Risk Minimization for Learning Nonlinear Dynamics
  28 Sep 2023 0 repositories listed
• Wave-shape Function Model Order Estimation by Trigonometric Regression
  26 Sep 2023 0 repositories listed
• Pseudo Label Selection is a Decision Problem
  25 Sep 2023 0 repositories listed
• A closer look at parameter identifiability, model selection and handling of censored data with Bayesian Inference in mathematical models of tumour growth
  23 Sep 2023 0 repositories listed
• Estimating Stable Fixed Points and Langevin Potentials for Financial Dynamics
  21 Sep 2023 0 repositories listed
• Improving VTE Identification through Adaptive NLP Model Selection and Clinical Expert Rule-based Classifier from Radiology Reports
  21 Sep 2023 0 repositories listed
• Error Reduction from Stacked Regressions
  18 Sep 2023 0 repositories listed
• A Consistent and Scalable Algorithm for Best Subset Selection in Single Index Models
  12 Sep 2023 0 repositories listed
• Generalized Information Criteria for Structured Sparse Models
  4 Sep 2023 0 repositories listed
• AutoML-GPT: Large Language Model for AutoML
  3 Sep 2023 0 repositories listed
• SortedNet: A Scalable and Generalized Framework for Training Modular Deep Neural Networks
  1 Sep 2023 0 repositories listed
• Subjectivity in Unsupervised Machine Learning Model Selection
  1 Sep 2023 0 repositories listed
• Self-Supervision for Tackling Unsupervised Anomaly Detection: Pitfalls and Opportunities
  28 Aug 2023 0 repositories listed
• Sparse Models for Machine Learning
  26 Aug 2023 0 repositories listed
• Non-Bayesian Post-Model-Selection Estimation as Estimation Under Model Misspecification
  22 Aug 2023 0 repositories listed
• Tryage: Real-time, intelligent Routing of User Prompts to Large Language Models
  22 Aug 2023 0 repositories listed
• Open, Closed, or Small Language Models for Text Classification?
  19 Aug 2023 0 repositories listed
• No Regularization is Needed: An Efficient and Effective Model for Incomplete Label Distribution Learning
  14 Aug 2023 0 repositories listed
• A coupled-mechanisms modelling framework for neurodegeneration
  10 Aug 2023 0 repositories listed
• Updating Clinical Risk Stratification Models Using Rank-Based Compatibility: Approaches for Evaluating and Optimizing Clinician-Model Team Performance
  10 Aug 2023 0 repositories listed
• Understanding User Intent Modeling for Conversational Recommender Systems: A Systematic Literature Review
  5 Aug 2023 0 repositories listed
• A Review of Change of Variable Formulas for Generative Modeling
  4 Aug 2023 0 repositories listed
• Interpretable Machine Learning for Discovery: Statistical Challenges & Opportunities
  2 Aug 2023 0 repositories listed
• A Study of Unsupervised Evaluation Metrics for Practical and Automatic Domain Adaptation
  1 Aug 2023 0 repositories listed
• Predictive Modeling through Hyper-Bayesian Optimization
  1 Aug 2023 0 repositories listed
• A Critical Review of Large Language Models: Sensitivity, Bias, and the Path Toward Specialized AI
  28 Jul 2023 0 repositories listed
• An Ensemble Method of Deep Reinforcement Learning for Automated Cryptocurrency Trading
  27 Jul 2023 0 repositories listed
• Rational kernel-based interpolation for complex-valued frequency response functions
  25 Jul 2023 0 repositories listed
• Adaptive debiased machine learning using data-driven model selection techniques
  24 Jul 2023 0 repositories listed
• Consistent model selection in the spiked Wigner model via AIC-type criteria
  24 Jul 2023 0 repositories listed
• The Interpolating Information Criterion for Overparameterized Models
  15 Jul 2023 0 repositories listed
• DataAssist: A Machine Learning Approach to Data Cleaning and Preparation
  14 Jul 2023 0 repositories listed
• Sparsified Simultaneous Confidence Intervals for High-Dimensional Linear Models
  14 Jul 2023 0 repositories listed
• MF-CLIP: Leveraging CLIP as Surrogate Models for No-box Adversarial Attacks
  13 Jul 2023 0 repositories listed
• Online Laplace Model Selection Revisited
  12 Jul 2023 0 repositories listed
• Bayesian taut splines for estimating the number of modes
  11 Jul 2023 0 repositories listed
• GujiBERT and GujiGPT: Construction of Intelligent Information Processing Foundation Language Models for Ancient Texts
  11 Jul 2023 0 repositories listed
• Action-State Dependent Dynamic Model Selection
  7 Jul 2023 0 repositories listed
• Evaluating the Evaluators: Are Current Few-Shot Learning Benchmarks Fit for Purpose?
  6 Jul 2023 0 repositories listed
• CMA-ES for Post Hoc Ensembling in AutoML: A Great Success and Salvageable Failure
  1 Jul 2023 0 repositories listed
• Confidence-based Ensembles of End-to-End Speech Recognition Models
  27 Jun 2023 0 repositories listed
• Efficient Model Selection for Predictive Pattern Mining Model by Safe Pattern Pruning
  23 Jun 2023 0 repositories listed
• Generalized Low-Rank Update: Model Parameter Bounds for Low-Rank Training Data Modifications
  22 Jun 2023 0 repositories listed
• Confidence-Based Model Selection: When to Take Shortcuts for Subpopulation Shifts
  19 Jun 2023 0 repositories listed
• Frame Fusion with Vehicle Motion Prediction for 3D Object Detection
  19 Jun 2023 0 repositories listed
• Optimizer's Information Criterion: Dissecting and Correcting Bias in Data-Driven Optimization
  16 Jun 2023 0 repositories listed
• Sliding Window Neural Generated Tracking Based on Measurement Model
  10 Jun 2023 0 repositories listed
• Two-level histograms for dealing with outliers and heavy tail distributions
  9 Jun 2023 0 repositories listed
• Gibbs-Based Information Criteria and the Over-Parameterized Regime
  8 Jun 2023 0 repositories listed
• Data-Driven Online Model Selection With Regret Guarantees
  5 Jun 2023 0 repositories listed
• Green Runner: A tool for efficient model selection from model repositories
  26 May 2023 0 repositories listed
• Automated discovery of interpretable hyperelastic material models for human brain tissue with EUCLID
  25 May 2023 0 repositories listed
• Accurate generation of stochastic dynamics based on multi-model Generative Adversarial Networks
  25 May 2023 0 repositories listed
• Unraveling Cold Start Enigmas in Predictive Analytics for OTT Media: Synergistic Meta-Insights and Multimodal Ensemble Mastery
  14 May 2023 0 repositories listed
• Sequential Experimental Design for Spectral Measurement: Active Learning Using a Parametric Model
  11 May 2023 0 repositories listed
• Ranking & Reweighting Improves Group Distributional Robustness
  9 May 2023 0 repositories listed
• Boldness-Recalibration for Binary Event Predictions
  5 May 2023 0 repositories listed
• fairml: A Statistician's Take on Fair Machine Learning Modelling
  3 May 2023 0 repositories listed
• Revealing Similar Semantics Inside CNNs: An Interpretable Concept-based Comparison of Feature Spaces
  30 Apr 2023 0 repositories listed
• Limits of Model Selection under Transfer Learning
  29 Apr 2023 0 repositories listed
• ALMERIA: Boosting pairwise molecular contrasts with scalable methods
  28 Apr 2023 0 repositories listed
• Adaptation to Misspecified Kernel Regularity in Kernelised Bandits
  26 Apr 2023 0 repositories listed