Browse State-of-the-Art › Model Selection › Papers, page 12

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 12 of 21: papers 1,101 to 1,200 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.

• Sparse Private LASSO Logistic Regression
  24 Apr 2023 0 repositories listed
• Auditing and Generating Synthetic Data with Controllable Trust Trade-offs
  21 Apr 2023 0 repositories listed
• Deep learning models for price forecasting of financial time series: A review of recent advancements: 2020-2022
  21 Apr 2023 0 repositories listed
• Efficient Deep Reinforcement Learning Requires Regulating Overfitting
  20 Apr 2023 0 repositories listed Syntology 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 15 harvested samples)
• Cross or Wait? Predicting Pedestrian Interaction Outcomes at Unsignalized Crossings
  17 Apr 2023 0 repositories listed
• Modeling Transient Changes in Circadian Rhythms
  14 Apr 2023 0 repositories listed
• The Deep Latent Position Topic Model for Clustering and Representation of Networks with Textual Edges
  14 Apr 2023 0 repositories listed
• Model Validation and Selection in Metabolic Flux Analysis and Flux Balance Analysis
  22 Mar 2023 0 repositories listed
• Explain To Me: Salience-Based Explainability for Synthetic Face Detection Models
  21 Mar 2023 0 repositories listed
• AutoEn: An AutoML method based on ensembles of predefined Machine Learning pipelines for supervised Traffic Forecasting
  19 Mar 2023 0 repositories listed
• Bootstrap based asymptotic refinements for high-dimensional nonlinear models
  16 Mar 2023 0 repositories listed
• Distribution-free Deviation Bounds and The Role of Domain Knowledge in Learning via Model Selection with Cross-validation Risk Estimation
  15 Mar 2023 0 repositories listed
• Deploying Offline Reinforcement Learning with Human Feedback
  13 Mar 2023 0 repositories listed
• Solar Power Prediction Using Machine Learning
  11 Mar 2023 0 repositories listed
• Digital Twin-Assisted Knowledge Distillation Framework for Heterogeneous Federated Learning
  10 Mar 2023 0 repositories listed
• A variational synthesis of evolutionary and developmental dynamics
  8 Mar 2023 0 repositories listed
• Training Machine Learning Models to Characterize Temporal Evolution of Disadvantaged Communities
  7 Mar 2023 0 repositories listed
• Ensemble Reinforcement Learning: A Survey
  5 Mar 2023 0 repositories listed
• Bayesian CART models for insurance claims frequency
  3 Mar 2023 0 repositories listed
• A Vision for Semantically Enriched Data Science
  2 Mar 2023 0 repositories listed
• A novel efficient Multi-view traffic-related object detection framework
  23 Feb 2023 0 repositories listed
• Detecting Signs of Model Change with Continuous Model Selection Based on Descriptive Dimensionality
  23 Feb 2023 0 repositories listed
• Quantifying uncertainty for deep learning based forecasting and flow-reconstruction using neural architecture search ensembles
  20 Feb 2023 0 repositories listed
• Estimating Optimal Policy Value in General Linear Contextual Bandits
  19 Feb 2023 0 repositories listed
• Evaluating Representations with Readout Model Switching
  19 Feb 2023 0 repositories listed
• Linear Bandits with Memory: from Rotting to Rising
  16 Feb 2023 0 repositories listed
• What are the mechanisms underlying metacognitive learning?
  9 Feb 2023 0 repositories listed
• Fast Linear Model Trees by PILOT
  8 Feb 2023 0 repositories listed
• Sparse and geometry-aware generalisation of the mutual information for joint discriminative clustering and feature selection
  7 Feb 2023 0 repositories listed
• On the Limitation and Experience Replay for GNNs in Continual Learning
  7 Feb 2023 0 repositories listed
• A Strong Baseline for Batch Imitation Learning
  6 Feb 2023 0 repositories listed
• Penalized Quasi-likelihood Estimation and Model Selection in Time Series Models with Parameters on the Boundary
  6 Feb 2023 0 repositories listed
• Surrogate uncertainty estimation for your time series forecasting black-box: learn when to trust
  6 Feb 2023 0 repositories listed
• Empirical analysis in limit order book modeling for Nikkei 225 Stocks with Cox-type intensities
  3 Feb 2023 0 repositories listed
• MLOps with enhanced performance control and observability
  2 Feb 2023 0 repositories listed
• Dirichlet process mixture of Gaussian process functional regressions and its variational EM algorithm
  1 Feb 2023 0 repositories listed
• How to select predictive models for causal inference?
  1 Feb 2023 0 repositories listed
• Straight-Through meets Sparse Recovery: the Support Exploration Algorithm
  31 Jan 2023 0 repositories listed
• The #DNN-Verification Problem: Counting Unsafe Inputs for Deep Neural Networks
  17 Jan 2023 0 repositories listed
• Understanding Best Subset Selection: A Tale of Two C(omplex)ities
  16 Jan 2023 0 repositories listed
• Guided Recommendation for Model Fine-Tuning
  1 Jan 2023 0 repositories listed
• Bayesian Interpolation with Deep Linear Networks
  29 Dec 2022 0 repositories listed
• Fast and fully-automated histograms for large-scale data sets
  27 Dec 2022 0 repositories listed
• Mantis: Enabling Energy-Efficient Autonomous Mobile Agents with Spiking Neural Networks
  24 Dec 2022 0 repositories listed
• An Information-Theoretic Approach to Transferability in Task Transfer Learning
  20 Dec 2022 0 repositories listed
• On the Complexity of Representation Learning in Contextual Linear Bandits
  19 Dec 2022 0 repositories listed
• Dominant Drivers of National Inflation
  12 Dec 2022 0 repositories listed
• Optimal Model Selection in RDD and Related Settings Using Placebo Zones
  8 Dec 2022 0 repositories listed
• General multi-fidelity surrogate models: Framework and active learning strategies for efficient rare event simulation
  7 Dec 2022 0 repositories listed
• Designing Ecosystems of Intelligence from First Principles
  2 Dec 2022 0 repositories listed
• Hierarchical Model Selection for Graph Neural Netoworks
  1 Dec 2022 0 repositories listed
• Rethinking Out-of-Distribution Detection From a Human-Centric Perspective
  30 Nov 2022 0 repositories listed
• Hierarchical Proxy Modeling for Improved HPO in Time Series Forecasting
  28 Nov 2022 0 repositories listed
• A Survey of Learning Curves with Bad Behavior: or How More Data Need Not Lead to Better Performance
  25 Nov 2022 0 repositories listed
• The smooth output assumption, and why deep networks are better than wide ones
  25 Nov 2022 0 repositories listed
• Design and Prototyping Distributed CNN Inference Acceleration in Edge Computing
  24 Nov 2022 0 repositories listed
• Predicting Biomedical Interactions with Probabilistic Model Selection for Graph Neural Networks
  22 Nov 2022 0 repositories listed
• MEESO: A Multi-objective End-to-End Self-Optimized Approach for Automatically Building Deep Learning Models
  20 Nov 2022 0 repositories listed
• Understanding the double descent curve in Machine Learning
  18 Nov 2022 0 repositories listed
• GRASMOS: Graph Signage Model Selection for Gene Regulatory Networks
  17 Nov 2022 0 repositories listed
• Sensitivity to control signals in triphasic rhythmic neural systems: a comparative mechanistic analysis via infinitesimal local timing response curves
  15 Nov 2022 0 repositories listed
• Robust Model Selection of Gaussian Graphical Models
  10 Nov 2022 0 repositories listed
• Beyond Conjugacy for Chain Event Graph Model Selection
  7 Nov 2022 0 repositories listed
• Sparse Gaussian Process Hyperparameters: Optimize or Integrate?
  4 Nov 2022 0 repositories listed
• Oracle Inequalities for Model Selection in Offline Reinforcement Learning
  3 Nov 2022 0 repositories listed
• An Information-Theoretic Approach for Estimating Scenario Generalization in Crowd Motion Prediction
  2 Nov 2022 0 repositories listed
• Estimation of Heterogeneous Treatment Effects Using a Conditional Moment Based Approach
  28 Oct 2022 0 repositories listed
• TRScore: A Novel GPT-based Readability Scorer for ASR Segmentation and Punctuation model evaluation and selection
  27 Oct 2022 0 repositories listed
• Which is the best model for my data?
  26 Oct 2022 0 repositories listed
• Improving Group Lasso for high-dimensional categorical data
  25 Oct 2022 0 repositories listed
• Scalable Bayesian Transformed Gaussian Processes
  20 Oct 2022 0 repositories listed
• Measures of Information Reflect Memorization Patterns
  17 Oct 2022 0 repositories listed
• Data-Efficient Pipeline for Offline Reinforcement Learning with Limited Data
  16 Oct 2022 0 repositories listed
• On the calibration of underrepresented classes in LiDAR-based semantic segmentation
  13 Oct 2022 0 repositories listed
• To tree or not to tree? Assessing the impact of smoothing the decision boundaries
  7 Oct 2022 0 repositories listed
• Multi-View Independent Component Analysis with Shared and Individual Sources
  5 Oct 2022 0 repositories listed
• Detection and Evaluation of Clusters within Sequential Data
  4 Oct 2022 0 repositories listed
• Evaluating Disentanglement in Generative Models Without Knowledge of Latent Factors
  4 Oct 2022 0 repositories listed
• A Reproducible and Realistic Evaluation of Partial Domain Adaptation Methods
  3 Oct 2022 0 repositories listed
• Factor-Augmented Regularized Model for Hazard Regression
  3 Oct 2022 0 repositories listed
• Generating Hidden Markov Models from Process Models Through Nonnegative Tensor Factorization
  3 Oct 2022 0 repositories listed
• A Bayesian constitutive model selection framework for biaxial mechanical testing of planar soft tissues: application to porcine aortic valves
  26 Sep 2022 0 repositories listed
• Feature-based model selection for object detection from point cloud data
  26 Sep 2022 0 repositories listed
• Partial sequence labeling with structured Gaussian Processes
  20 Sep 2022 0 repositories listed
• De Bruijn goes Neural: Causality-Aware Graph Neural Networks for Time Series Data on Dynamic Graphs
  17 Sep 2022 0 repositories listed
• Towards Deep Learning-aided Wireless Channel Estimation and Channel State Information Feedback for 6G
  5 Sep 2022 0 repositories listed
• Model Selection in High-Dimensional Block-Sparse Linear Regression
  3 Sep 2022 0 repositories listed
• A Two-step Metropolis Hastings Method for Bayesian Empirical Likelihood Computation with Application to Bayesian Model Selection
  2 Sep 2022 0 repositories listed
• When Bioprocess Engineering Meets Machine Learning: A Survey from the Perspective of Automated Bioprocess Development
  2 Sep 2022 0 repositories listed
• ID and OOD Performance Are Sometimes Inversely Correlated on Real-world Datasets
  1 Sep 2022 0 repositories listed
• Towards Optimization and Model Selection for Domain Generalization: A Mixup-guided Solution
  1 Sep 2022 0 repositories listed
• Impact of Loss Model Selection on Power Semiconductor Lifetime Prediction in Electric Vehicles
  27 Aug 2022 0 repositories listed
• Pushing the limits of fairness impossibility: Who's the fairest of them all?
  24 Aug 2022 0 repositories listed
• Building Robust Machine Learning Models for Small Chemical Science Data: The Case of Shear Viscosity
  23 Aug 2022 0 repositories listed
• SeNMFk-SPLIT: Large Corpora Topic Modeling by Semantic Non-negative Matrix Factorization with Automatic Model Selection
  21 Aug 2022 0 repositories listed
• Meta Learning for High-dimensional Ising Model Selection Using ℓ₁-regularized Logistic Regression
  19 Aug 2022 0 repositories listed
• Two-Stage Robust and Sparse Distributed Statistical Inference for Large-Scale Data
  17 Aug 2022 0 repositories listed
• Adaptive LASSO estimation for functional hidden dynamic geostatistical model
  10 Aug 2022 0 repositories listed
• Boosting with copula-based components
  9 Aug 2022 0 repositories listed
• An Optimal Likelihood Free Method for Biological Model Selection
  3 Aug 2022 0 repositories listed

Syntology lines on 1 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.