Browse State-of-the-Art › Model Selection › Papers, page 8

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 8 of 21: papers 701 to 800 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.

• Uncertainty Profiles for LLMs: Uncertainty Source Decomposition and Adaptive Model-Metric Selection
  12 May 2025 0 repositories listed
• A Sparse Bayesian Learning Algorithm for Estimation of Interaction Kernels in Motsch-Tadmor Model
  11 May 2025 0 repositories listed
• High-Dimensional Importance-Weighted Information Criteria: Theory and Optimality
  10 May 2025 0 repositories listed
• Robust & Precise Knowledge Distillation-based Novel Context-Aware Predictor for Disease Detection in Brain and Gastrointestinal
  9 May 2025 0 repositories listed
• A Symbolic and Statistical Learning Framework to Discover Bioprocessing Regulatory Mechanism: Cell Culture Example
  6 May 2025 0 repositories listed
• Machine Learning: a Lecture Note
  6 May 2025 0 repositories listed
• Knowledge Guided Encoder-Decoder Framework: Integrating Multiple Physical Models for Agricultural Ecosystem Modeling
  5 May 2025 0 repositories listed
• Logits-Constrained Framework with RoBERTa for Ancient Chinese NER
  5 May 2025 0 repositories listed
• Mallows-type model averaging: Non-asymptotic analysis and all-subset combination
  5 May 2025 0 repositories listed
• ReeM: Ensemble Building Thermodynamics Model for Efficient HVAC Control via Hierarchical Reinforcement Learning
  5 May 2025 0 repositories listed
• A Practitioner's Guide to Automatic Kernel Search for Gaussian Processes in Battery Applications
  3 May 2025 0 repositories listed
• Generative diffusion model surrogates for mechanistic agent-based biological models
  1 May 2025 0 repositories listed
• Towards Robust and Generalizable Gerchberg Saxton based Physics Inspired Neural Networks for Computer Generated Holography: A Sensitivity Analysis Framework
  30 Apr 2025 0 repositories listed
• Small or Large? Zero-Shot or Finetuned? Guiding Language Model Choice for Specialized Applications in Healthcare
  29 Apr 2025 0 repositories listed
• A Novel Parameter-Tying Theorem in Multi-Model Adaptive Systems: Systematic Approach for Efficient Model Selection
  28 Apr 2025 0 repositories listed
• OpenTCM: A GraphRAG-Empowered LLM-based System for Traditional Chinese Medicine Knowledge Retrieval and Diagnosis
  28 Apr 2025 0 repositories listed
• Optimizing Hard Thresholding for Sparse Model Discovery
  28 Apr 2025 0 repositories listed
• Evaluating Meta-Regression Techniques: A Simulation Study on Heterogeneity in Location and Time
  23 Apr 2025 0 repositories listed
• Topological model selection: a case-study in tumour-induced angiogenesis
  21 Apr 2025 0 repositories listed
• Transfer Learning via Auxiliary Labels with Application to Cold-Hardiness Prediction
  17 Apr 2025 0 repositories listed
• Can Pre-training Indicators Reliably Predict Fine-tuning Outcomes of LLMs?
  16 Apr 2025 0 repositories listed
• Physics-Aware Initialization Refinement in Code-Aided EM for Blind Channel Estimation
  15 Apr 2025 0 repositories listed
• Meta-Evaluating Local LLMs: Rethinking Performance Metrics for Serious Games
  13 Apr 2025 0 repositories listed
• Beyond Glucose-Only Assessment: Advancing Nocturnal Hypoglycemia Prediction in Children with Type 1 Diabetes
  12 Apr 2025 0 repositories listed
• Has the Creativity of Large-Language Models peaked? An analysis of inter- and intra-LLM variability
  10 Apr 2025 0 repositories listed
• Robust Social Planning
  10 Apr 2025 0 repositories listed
• Model Selection via MCRB Optimization
  5 Apr 2025 0 repositories listed
• Efficient Model Selection for Time Series Forecasting via LLMs
  2 Apr 2025 0 repositories listed
• Instruction-Guided Autoregressive Neural Network Parameter Generation
  2 Apr 2025 0 repositories listed
• AutoML Algorithms for Online Generalized Additive Model Selection: Application to Electricity Demand Forecasting
  31 Mar 2025 0 repositories listed
• Optimizing Humor Generation in Large Language Models: Temperature Configurations and Architectural Trade-offs
  31 Mar 2025 0 repositories listed
• Why risk matters for protein binder design
  31 Mar 2025 0 repositories listed
• Reinforcement Learning for Machine Learning Model Deployment: Evaluating Multi-Armed Bandits in ML Ops Environments
  28 Mar 2025 0 repositories listed
• Collab: Controlled Decoding using Mixture of Agents for LLM Alignment
  27 Mar 2025 0 repositories listed
• Advancements in Natural Language Processing: Exploring Transformer-Based Architectures for Text Understanding
  26 Mar 2025 0 repositories listed
• Machine Learning - Driven Materials Discovery: Unlocking Next-Generation Functional Materials -- A minireview
  22 Mar 2025 0 repositories listed
• Patch-based learning of adaptive Total Variation parameter maps for blind image denoising
  20 Mar 2025 0 repositories listed
• Benchmarking Open-Source Large Language Models on Healthcare Text Classification Tasks
  19 Mar 2025 0 repositories listed
• End-to-End Edge AI Service Provisioning Framework in 6G ORAN
  15 Mar 2025 0 repositories listed
• Unreflected Use of Tabular Data Repositories Can Undermine Research Quality
  12 Mar 2025 0 repositories listed
• ReLATE: Resilient Learner Selection for Multivariate Time-Series Classification Against Adversarial Attacks
  10 Mar 2025 0 repositories listed
• Conformal Prediction with Upper and Lower Bound Models
  6 Mar 2025 0 repositories listed
• Network Traffic Classification Using Machine Learning, Transformer, and Large Language Models
  4 Mar 2025 0 repositories listed
• Evaluating Stenosis Detection with Grounding DINO, YOLO, and DINO-DETR
  3 Mar 2025 0 repositories listed
• BadJudge: Backdoor Vulnerabilities of LLM-as-a-Judge
  1 Mar 2025 0 repositories listed
• Ranking pre-trained segmentation models for zero-shot transferability
  1 Mar 2025 0 repositories listed
• Multi-model Stochastic Particle-based Variational Bayesian Inference for Multiband Delay Estimation
  28 Feb 2025 0 repositories listed
• Forecasting Whole-Brain Neuronal Activity from Volumetric Video
  27 Feb 2025 0 repositories listed
• Understanding the Limits of Deep Tabular Methods with Temporal Shift
  27 Feb 2025 0 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Validating the predictions of mathematical models describing tumor growth and treatment response
  26 Feb 2025 0 repositories listed
• Independent Mobility GPT (IDM-GPT): A Self-Supervised Multi-Agent Large Language Model Framework for Customized Traffic Mobility Analysis Using Machine Learning Models
  25 Feb 2025 0 repositories listed
• Towards Typologically Aware Rescoring to Mitigate Unfaithfulness in Lower-Resource Languages
  24 Feb 2025 0 repositories listed
• Subsampling Graphs with GNN Performance Guarantees
  23 Feb 2025 0 repositories listed
• Multilevel classification framework for breast cancer cell selection and its integration with advanced disease models
  21 Feb 2025 0 repositories listed
• Network Resource Optimization for ML-Based UAV Condition Monitoring with Vibration Analysis
  21 Feb 2025 0 repositories listed
• biastest: Testing parameter equality across different models in Stata
  20 Feb 2025 0 repositories listed
• Moshi Moshi? A Model Selection Hijacking Adversarial Attack
  20 Feb 2025 0 repositories listed
• OpenSearch-SQL: Enhancing Text-to-SQL with Dynamic Few-shot and Consistency Alignment
  19 Feb 2025 0 repositories listed
• Model selection for behavioral learning data and applications to contextual bandits
  18 Feb 2025 0 repositories listed
• The Majority Vote Paradigm Shift: When Popular Meets Optimal
  18 Feb 2025 0 repositories listed
• Enhancing Offline Model-Based RL via Active Model Selection: A Bayesian Optimization Perspective
  17 Feb 2025 0 repositories listed
• On Creating a Causally Grounded Usable Rating Method for Assessing the Robustness of Foundation Models Supporting Time Series
  17 Feb 2025 0 repositories listed
• Quantifying the Capability Boundary of DeepSeek Models: An Application-Driven Performance Analysis
  16 Feb 2025 0 repositories listed
• An Innovative Next Activity Prediction Approach Using Process Entropy and DAW-Transformer
  14 Feb 2025 0 repositories listed
• Benchmarking the rationality of AI decision making using the transitivity axiom
  14 Feb 2025 0 repositories listed
• Near-Field Localization with Physics-Compliant Electromagnetic Model: Algorithms and Model Mismatch Analysis
  14 Feb 2025 0 repositories listed
• Realistic Evaluation of Deep Partial-Label Learning Algorithms
  14 Feb 2025 0 repositories listed
• Capitalizing on a Crisis: A Computational Analysis of all Five Million British Firms During the Covid-19 Pandemic
  13 Feb 2025 0 repositories listed
• The Paradox of Stochasticity: Limited Creativity and Computational Decoupling in Temperature-Varied LLM Outputs of Structured Fictional Data
  12 Feb 2025 0 repositories listed
• Causal Covariate Shift Correction using Fisher information penalty
  11 Feb 2025 0 repositories listed
• Model Selection for Off-policy Evaluation: New Algorithms and Experimental Protocol
  11 Feb 2025 0 repositories listed
• Optimality in importance sampling: a gentle survey
  11 Feb 2025 0 repositories listed
• SMRS: advocating a unified reporting standard for surrogate models in the artificial intelligence era
  10 Feb 2025 0 repositories listed
• The Value of Information in Human-AI Decision-making
  10 Feb 2025 0 repositories listed
• Agentic AI Systems Applied to tasks in Financial Services: Modeling and model risk management crews
  8 Feb 2025 0 repositories listed
• Mixture of neural operator experts for learning boundary conditions and model selection
  6 Feb 2025 0 repositories listed
• A spectral clustering-type algorithm for the consistent estimation of the Hurst distribution in moderately high dimensions
  30 Jan 2025 0 repositories listed
• Vision-Language Model Selection and Reuse for Downstream Adaptation
  30 Jan 2025 0 repositories listed
• Scaling Inference-Efficient Language Models
  30 Jan 2025 0 repositories listed
• Data-Informed Model Complexity Metric for Optimizing Symbolic Regression Models
  29 Jan 2025 0 repositories listed
• Dynamics of Transient Structure in In-Context Linear Regression Transformers
  29 Jan 2025 0 repositories listed
• Quantifying Uncertainty and Variability in Machine Learning: Confidence Intervals for Quantiles in Performance Metric Distributions
  28 Jan 2025 0 repositories listed
• Rethinking Foundation Models for Medical Image Classification through a Benchmark Study on MedMNIST
  24 Jan 2025 0 repositories listed
• Automatic Debiased Machine Learning for Smooth Functionals of Nonparametric M-Estimands
  21 Jan 2025 0 repositories listed
• Principled model selection for stochastic dynamics
  17 Jan 2025 0 repositories listed
• Utilizing AI Language Models to Identify Prognostic Factors for Coronary Artery Disease: A Study in Mashhad Residents
  16 Jan 2025 0 repositories listed
• Empowering Agricultural Insights: RiceLeafBD - A Novel Dataset and Optimal Model Selection for Rice Leaf Disease Diagnosis through Transfer Learning Technique
  15 Jan 2025 0 repositories listed
• On the use of Statistical Learning Theory for model selection in Structural Health Monitoring
  14 Jan 2025 0 repositories listed
• An Investigation into Seasonal Variations in Energy Forecasting for Student Residences
  13 Jan 2025 0 repositories listed
• Fast sampling and model selection for Bayesian mixture models
  13 Jan 2025 0 repositories listed
• A Comprehensive Evaluation of Large Language Models on Mental Illnesses in Arabic Context
  12 Jan 2025 0 repositories listed
• Automatic Double Reinforcement Learning in Semiparametric Markov Decision Processes with Applications to Long-Term Causal Inference
  12 Jan 2025 0 repositories listed
• An Instrumental Variables Approach to Testing Firm Conduct
  9 Jan 2025 0 repositories listed
• Private Selection with Heterogeneous Sensitivities
  9 Jan 2025 0 repositories listed
• MODfinity: Unsupervised Domain Adaptation with Multimodal Information Flow Intertwining
  1 Jan 2025 0 repositories listed
• An Unsupervised Anomaly Detection in Electricity Consumption Using Reinforcement Learning and Time Series Forest Based Framework
  30 Dec 2024 0 repositories listed
• Learning to Rank Pre-trained Vision-Language Models for Downstream Tasks
  30 Dec 2024 0 repositories listed
• Adversarial Negotiation Dynamics in Generative Language Models
  29 Dec 2024 0 repositories listed
• Recommending Pre-Trained Models for IoT Devices
  25 Dec 2024 0 repositories listed
• Structure Learning in Gaussian Graphical Models from Glauber Dynamics
  24 Dec 2024 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.