Browse State-of-the-Art › Model Selection › Papers, page 7

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 7 of 21: papers 601 to 700 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.

• Learning Equations for Extrapolation and Control
  19 Jun 2018 1 repository listed
• Using J-K fold Cross Validation to Reduce Variance When Tuning NLP Models
  19 Jun 2018 1 repository listed
• Robust Bayesian Model Selection for Variable Clustering with the Gaussian Graphical Model
  15 Jun 2018 1 repository listed
• Degrees of Freedom and Model Selection for k-means Clustering
  6 Jun 2018 1 repository listed
• Topological Data Analysis of Decision Boundaries with Application to Model Selection
  25 May 2018 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Bayesian Joint Spike-and-Slab Graphical Lasso
  18 May 2018 1 repository listed
• Model selection with lasso-zero: adding straw to the haystack to better find needles
  14 May 2018 1 repository listed
• Spatio-temporal Bayesian On-line Changepoint Detection with Model Selection
  14 May 2018 1 repository listed
• TensOrMachine: Probabilistic Boolean Tensor Decomposition
  11 May 2018 1 repository listed
• Entity Set Search of Scientific Literature: An Unsupervised Ranking Approach
  29 Apr 2018 1 repository listed
• Effects of sampling skewness of the importance-weighted risk estimator on model selection
  19 Apr 2018 1 repository listed
• Multi-locus data distinguishes between population growth and multiple merger coalescents
  19 Apr 2018 1 repository listed
• Model selection and parameter inference in phylogenetics using Nested Sampling
  10 Apr 2018 1 repository listed
• Neural Architecture Search with Bayesian Optimisation and Optimal Transport
  11 Feb 2018 1 repository listed Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples)
• Natural Language Inference over Interaction Space: ICLR 2018 Reproducibility Report
  9 Feb 2018 1 repository listed
• Deeper Insights into Graph Convolutional Networks for Semi-Supervised Learning
  22 Jan 2018 1 repository listed
• Context tree selection for functional data
  11 Jan 2018 1 repository listed
• The information bottleneck and geometric clustering
  27 Dec 2017 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Deep Learning in a Generalized HJM-type Framework Through Arbitrage-Free Regularization
  14 Oct 2017 1 repository listed
• Adaptive multi-penalty regularization based on a generalized Lasso path
  11 Oct 2017 1 repository listed
• DAGGER: A sequential algorithm for FDR control on DAGs
  29 Sep 2017 1 repository listed
• Evasion Attacks against Machine Learning at Test Time
  21 Aug 2017 1 repository listed
• A network approach to topic models
  4 Aug 2017 1 repository listed
• Nonparametric weighted stochastic block models
  4 Aug 2017 1 repository listed
• UdL at SemEval-2017 Task 1: Semantic Textual Similarity Estimation of English Sentence Pairs Using Regression Model over Pairwise Features
  1 Aug 2017 1 repository listed
• Familia: An Open-Source Toolkit for Industrial Topic Modeling
  31 Jul 2017 1 repository listed
• Graphical posterior predictive classifier: Bayesian model averaging with particle Gibbs
  21 Jul 2017 1 repository listed
• Comparative Study of Inference Methods for Bayesian Nonnegative Matrix Factorisation
  13 Jul 2017 1 repository listed
• CHARDA: Causal Hybrid Automata Recovery via Dynamic Analysis
  11 Jul 2017 1 repository listed
• Improving Session Recommendation with Recurrent Neural Networks by Exploiting Dwell Time
  30 Jun 2017 1 repository listed
• High-dimensional classification by sparse logistic regression
  26 Jun 2017 1 repository listed
• Accelerating Bayesian Structure Learning in Sparse Gaussian Graphical Models
  14 Jun 2017 1 repository listed
• Bayesian stochastic blockmodeling
  29 May 2017 1 repository listed
• Model Selection in Bayesian Neural Networks via Horseshoe Priors
  29 May 2017 1 repository listed
• Consistencies and inconsistencies between model selection and link prediction in networks
  22 May 2017 1 repository listed
• Probabilistic Matrix Factorization for Automated Machine Learning
  15 May 2017 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Hybrid safe-strong rules for efficient optimization in lasso-type problems
  27 Apr 2017 1 repository listed
• Cross-Validation with Confidence
  23 Mar 2017 1 repository listed
• metboost: Exploratory regression analysis with hierarchically clustered data
  13 Feb 2017 1 repository listed
• On the Sample Complexity of Graphical Model Selection for Non-Stationary Processes
  17 Jan 2017 1 repository listed
• The Shallow End: Empowering Shallower Deep-Convolutional Networks through Auxiliary Outputs
  6 Nov 2016 1 repository listed
• Nonparametric Bayesian inference of the microcanonical stochastic block model
  9 Oct 2016 1 repository listed
• GTApprox: surrogate modeling for industrial design
  5 Sep 2016 1 repository listed
• Iterative Hard Thresholding for Model Selection in Genome-Wide Association Studies
  4 Aug 2016 1 repository listed
• Making Tree Ensembles Interpretable: A Bayesian Model Selection Approach
  29 Jun 2016 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Phase Transitions and a Model Order Selection Criterion for Spectral Graph Clustering
  11 Apr 2016 1 repository listed
• Interpretability of Multivariate Brain Maps in Brain Decoding: Definition and Quantification
  29 Mar 2016 1 repository listed
• Sacrificing information for the greater good: how to select photometric bands for optimal accuracy
  17 Nov 2015 1 repository listed
• A Test of Relative Similarity For Model Selection in Generative Models
  14 Nov 2015 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• RBFOpt: an open-source library for black-box optimization with costly function evaluations
  5 Nov 2015 1 repository listed
• NYTRO: When Subsampling Meets Early Stopping
  19 Oct 2015 1 repository listed
• GA-PARSIMONY: A GA-SVR approach with feature selection and parameter optimization to obtain parsimonious solutions for predicting temperature settings in a continuous annealing furnace
  1 Oct 2015 1 repository listed
• Adaptive Mixtures of Factor Analyzers
  10 Jul 2015 1 repository listed
• Indian Buffet process for model selection in convolved multiple-output Gaussian processes
  22 Mar 2015 1 repository listed
• Sparse Partially Linear Additive Models
  17 Jul 2014 1 repository listed
• Hierarchical Block Structures and High-resolution Model Selection in Large Networks
  16 Oct 2013 1 repository listed
• Empirical evaluation of scoring functions for Bayesian network model selection
  11 Sep 2012 1 repository listed
• Fast Cross-Validation via Sequential Testing
  11 Jun 2012 1 repository listed
• Topic Modeling and Link-Prediction for Material Property Discovery
  8 Jul 2025 0 repositories listed
• Advanced Financial Reasoning at Scale: A Comprehensive Evaluation of Large Language Models on CFA Level III
  29 Jun 2025 0 repositories listed
• Evaluating Generalization and Representation Stability in Small LMs via Prompting, Fine-Tuning and Out-of-Distribution Prompts
  16 Jun 2025 0 repositories listed
• Gradient Boosting for Spatial Regression Models with Autoregressive Disturbances
  16 Jun 2025 0 repositories listed
• Large Language Models for History, Philosophy, and Sociology of Science: Interpretive Uses, Methodological Challenges, and Critical Perspectives
  13 Jun 2025 0 repositories listed
• The Sample Complexity of Parameter-Free Stochastic Convex Optimization
  12 Jun 2025 0 repositories listed
• Estimating the Number of Components in Panel Data Finite Mixture Regression Models with an Application to Production Function Heterogeneity
  11 Jun 2025 0 repositories listed
• A Statistical Framework for Model Selection in LSTM Networks
  7 Jun 2025 0 repositories listed
• Towards Efficient Multi-LLM Inference: Characterization and Analysis of LLM Routing and Hierarchical Techniques
  6 Jun 2025 0 repositories listed
• Nonlinear Causal Discovery for Grouped Data
  5 Jun 2025 0 repositories listed
• Crowd-SFT: Crowdsourcing for LLM Alignment
  4 Jun 2025 0 repositories listed
• Fine-Tuning Video Transformers for Word-Level Bangla Sign Language: A Comparative Analysis for Classification Tasks
  4 Jun 2025 0 repositories listed
• Generating Automotive Code: Large Language Models for Software Development and Verification in Safety-Critical Systems
  4 Jun 2025 0 repositories listed
• Universal Reusability in Recommender Systems: The Case for Dataset- and Task-Independent Frameworks
  3 Jun 2025 0 repositories listed
• Efficient Learning of Balanced Signed Graphs via Sparse Linear Programming
  2 Jun 2025 0 repositories listed
• Selecting for Less Discriminatory Algorithms: A Relational Search Framework for Navigating Fairness-Accuracy Trade-offs in Practice
  2 Jun 2025 0 repositories listed
• Machine-learning Growth at Risk
  31 May 2025 0 repositories listed
• Dynamically Learned Test-Time Model Routing in Language Model Zoos with Service Level Guarantees
  26 May 2025 0 repositories listed Syntology 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Weighted Leave-One-Out Cross Validation
  26 May 2025 0 repositories listed
• AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science
  25 May 2025 0 repositories listed
• PromptWise: Online Learning for Cost-Aware Prompt Assignment in Generative Models
  24 May 2025 0 repositories listed
• Handling Symbolic Language in Student Texts: A Comparative Study of NLP Embedding Models
  23 May 2025 0 repositories listed
• Learning Latent Variable Models via Jarzynski-adjusted Langevin Algorithm
  23 May 2025 0 repositories listed
• Navigating Pitfalls: Evaluating LLMs in Machine Learning Programming Education
  23 May 2025 0 repositories listed
• Towards more transferable adversarial attack in black-box manner
  23 May 2025 0 repositories listed
• In-Domain African Languages Translation Using LLMs and Multi-armed Bandits
  21 May 2025 0 repositories listed
• Multiple Weaks Win Single Strong: Large Language Models Ensemble Weak Reinforcement Learning Agents into a Supreme One
  21 May 2025 0 repositories listed
• Second-Order Convergence in Private Stochastic Non-Convex Optimization
  21 May 2025 0 repositories listed
• An Asymptotic Equation Linking WAIC and WBIC in Singular Models
  20 May 2025 0 repositories listed
• Choosing a Model, Shaping a Future: Comparing LLM Perspectives on Sustainability and its Relationship with AI
  20 May 2025 0 repositories listed
• Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals
  20 May 2025 0 repositories listed
• Model Selection for Gaussian-gated Gaussian Mixture of Experts Using Dendrograms of Mixing Measures
  19 May 2025 0 repositories listed
• PEER pressure: Model-to-Model Regularization for Single Source Domain Generalization
  19 May 2025 0 repositories listed
• High-Dimensional Dynamic Covariance Models with Random Forests
  18 May 2025 0 repositories listed
• Exploring the Potential of SSL Models for Sound Event Detection
  17 May 2025 0 repositories listed
• Thompson Sampling-like Algorithms for Stochastic Rising Bandits
  17 May 2025 0 repositories listed
• Zero-Shot Forecasting Mortality Rates: A Global Study
  17 May 2025 0 repositories listed
• A Systematic Analysis of Base Model Choice for Reward Modeling
  16 May 2025 0 repositories listed
• IISE PG&E Energy Analytics Challenge 2025: Hourly-Binned Regression Models Beat Transformers in Load Forecasting
  16 May 2025 0 repositories listed
• PCS-UQ: Uncertainty Quantification via the Predictability-Computability-Stability Framework
  13 May 2025 0 repositories listed
• Reassessing Large Language Model Boolean Query Generation for Systematic Reviews
  12 May 2025 0 repositories listed
• Tuning for Trustworthiness -- Balancing Performance and Explanation Consistency in Neural Network Optimization
  12 May 2025 0 repositories listed

Syntology lines on 7 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.