Browse State-of-the-Art › Model Selection › Papers, page 9
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 9 of 21: papers 801 to 900 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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Exploring Dynamic Novel View Synthesis Technologies for Cinematography23 Dec 2024 0 repositories listed
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From Human Annotation to LLMs: SILICON Annotation Workflow for Management Research19 Dec 2024 0 repositories listed
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Quantum Machine Learning in Log-based Anomaly Detection: Challenges and Opportunities18 Dec 2024 0 repositories listed
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Deep Clustering using Dirichlet Process Gaussian Mixture and Alpha Jensen-Shannon Divergence Clustering Loss12 Dec 2024 0 repositories listed
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Noncommutative Model Selection and the Data-Driven Estimation of Real Cohomology Groups29 Nov 2024 0 repositories listed
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Noncommutative Model Selection for Data Clustering and Dimension Reduction Using Relative von Neumann Entropy29 Nov 2024 0 repositories listed
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On the relative performance of some parametric and nonparametric estimators of option prices28 Nov 2024 0 repositories listed
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Puzzle: Distillation-Based NAS for Inference-Optimized LLMs28 Nov 2024 0 repositories listed
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SPAgent: Adaptive Task Decomposition and Model Selection for General Video Generation and Editing28 Nov 2024 0 repositories listed
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ER2Score: LLM-based Explainable and Customizable Metric for Assessing Radiology Reports with Reward-Control Loss26 Nov 2024 0 repositories listed
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Statistical inference for quantum singular models25 Nov 2024 0 repositories listed
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An AutoML-based approach for Network Intrusion Detection24 Nov 2024 0 repositories listed
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BetterBench: Assessing AI Benchmarks, Uncovering Issues, and Establishing Best Practices20 Nov 2024 0 repositories listed
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Vertical Validation: Evaluating Implicit Generative Models for Graphs on Thin Support Regions20 Nov 2024 0 repositories listed
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A Novel Approach to Eliminating Hallucinations in Large Language Model-Assisted Causal Discovery16 Nov 2024 0 repositories listed
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LLM4DS: Evaluating Large Language Models for Data Science Code Generation16 Nov 2024 0 repositories listed
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Continuous Bayesian Model Selection for Multivariate Causal Discovery15 Nov 2024 0 repositories listed
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Evaluating Gender Bias in Large Language Models14 Nov 2024 0 repositories listed
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A Review of Fairness and A Practical Guide to Selecting Context-Appropriate Fairness Metrics in Machine Learning10 Nov 2024 0 repositories listed
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Mitigating covariate shift in non-colocated data with learned parameter priors10 Nov 2024 0 repositories listed
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Model Selection for Average Reward RL with Application to Utility Maximization in Repeated Games9 Nov 2024 0 repositories listed
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UQ of 2D Slab Burner DNS: Surrogates, Uncertainty Propagation, and Parameter Calibration9 Nov 2024 0 repositories listed
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Deep Learning Models for UAV-Assisted Bridge Inspection: A YOLO Benchmark Analysis7 Nov 2024 0 repositories listed
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Rising Rested Bandits: Lower Bounds and Efficient Algorithms6 Nov 2024 0 repositories listed
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Exploring the Potentials and Challenges of Using Large Language Models for the Analysis of Transcriptional Regulation of Long Non-coding RNAs5 Nov 2024 0 repositories listed
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Energy-Aware Dynamic Neural Inference4 Nov 2024 0 repositories listed
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DSDE: Using Proportion Estimation to Improve Model Selection for Out-of-Distribution Detection3 Nov 2024 0 repositories listed
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Computation-Aware Gaussian Processes: Model Selection And Linear-Time Inference1 Nov 2024 0 repositories listed
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Efficient Model Compression for Bayesian Neural Networks1 Nov 2024 0 repositories listed
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Leveraging LLMs for MT in Crisis Scenarios: a blueprint for low-resource languages31 Oct 2024 0 repositories listed
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MESS+: Energy-Optimal Inferencing in Language Model Zoos with Service Level Guarantees31 Oct 2024 0 repositories listed
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Model-free Estimation of Latent Structure via Multiscale Nonparametric Maximum Likelihood29 Oct 2024 0 repositories listed
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Accelerated Bayesian parameter estimation and model selection for gravitational waves with normalizing flows28 Oct 2024 0 repositories listed
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Bayesian Regression for Predicting Subscription to Bank Term Deposits in Direct Marketing Campaigns28 Oct 2024 0 repositories listed
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Complexity Matters: Effective Dimensionality as a Measure for Adversarial Robustness24 Oct 2024 0 repositories listed
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e-Values for Real-Time Residential Electricity Demand Forecast Model Selection23 Oct 2024 0 repositories listed
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Stabilizing black-box model selection with the inflated argmax23 Oct 2024 0 repositories listed
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TopoQA: a topological deep learning-based approach for protein complex structure interface quality assessment23 Oct 2024 0 repositories listed
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Towards Unsupervised Validation of Anomaly-Detection Models18 Oct 2024 0 repositories listed
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Transformers4NewsRec: A Transformer-based News Recommendation Framework17 Oct 2024 0 repositories listed
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DiffGAN: A Test Generation Approach for Differential Testing of Deep Neural Networks15 Oct 2024 0 repositories listed
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A Unified Approach to Routing and Cascading for LLMs14 Oct 2024 0 repositories listed
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Decision-Aware Predictive Model Selection for Workforce Allocation10 Oct 2024 0 repositories listed
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Impact of Missing Values in Machine Learning: A Comprehensive Analysis10 Oct 2024 0 repositories listed
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Leveraging free energy in pretraining model selection for improved fine-tuning8 Oct 2024 0 repositories listed
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Parameter Choice and Neuro-Symbolic Approaches for Deep Domain-Invariant Learning8 Oct 2024 0 repositories listed
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LLMProxy: Reducing Cost to Access Large Language Models4 Oct 2024 0 repositories listed
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Determine-Then-Ensemble: Necessity of Top-k Union for Large Language Model Ensembling3 Oct 2024 0 repositories listed
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Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization3 Oct 2024 0 repositories listed
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OOD-Chameleon: Is Algorithm Selection for OOD Generalization Learnable?3 Oct 2024 0 repositories listed
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On discretely structured growth models and their moments2 Oct 2024 0 repositories listed
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Thermodynamic Bayesian Inference2 Oct 2024 0 repositories listed
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InfantCryNet: A Data-driven Framework for Intelligent Analysis of Infant Cries29 Sep 2024 0 repositories listed
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Factors in Fashion: Factor Analysis towards the Mode28 Sep 2024 0 repositories listed
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MCUBench: A Benchmark of Tiny Object Detectors on MCUs27 Sep 2024 0 repositories listed
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Efficient Bias Mitigation Without Privileged Information26 Sep 2024 0 repositories listed
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Scalable Ensemble Diversification for OOD Generalization and Detection25 Sep 2024 0 repositories listed
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Eagle: Efficient Training-Free Router for Multi-LLM Inference23 Sep 2024 0 repositories listed
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Language Models and Retrieval Augmented Generation for Automated Structured Data Extraction from Diagnostic Reports15 Sep 2024 0 repositories listed
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Model Selection Through Model Sorting15 Sep 2024 0 repositories listed
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Rational-WENO: A lightweight, physically-consistent three-point weighted essentially non-oscillatory scheme13 Sep 2024 0 repositories listed
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Foundation of Calculating Normalized Maximum Likelihood for Continuous Probability Models12 Sep 2024 0 repositories listed
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Multi-Model based Federated Learning Against Model Poisoning Attack: A Deep Learning Based Model Selection for MEC Systems12 Sep 2024 0 repositories listed
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MEDIC: Towards a Comprehensive Framework for Evaluating LLMs in Clinical Applications11 Sep 2024 0 repositories listed
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Zero-shot Outlier Detection via Prior-data Fitted Networks: Model Selection Bygone!9 Sep 2024 0 repositories listed
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Towards Safer Online Spaces: Simulating and Assessing Intervention Strategies for Eating Disorder Discussions6 Sep 2024 0 repositories listed
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On the effectiveness of smartphone IMU sensors and Deep Learning in the detection of cardiorespiratory conditions27 Aug 2024 0 repositories listed
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On the Effects of Modeling on the Sim-to-Real Transfer Gap in Twinning the POWDER Platform26 Aug 2024 0 repositories listed
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Smart Multi-Modal Search: Contextual Sparse and Dense Embedding Integration in Adobe Express26 Aug 2024 0 repositories listed
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LalaEval: A Holistic Human Evaluation Framework for Domain-Specific Large Language Models23 Aug 2024 0 repositories listed
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Kernel-Based Differentiable Learning of Non-Parametric Directed Acyclic Graphical Models20 Aug 2024 0 repositories listed
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Area under the ROC Curve has the Most Consistent Evaluation for Binary Classification19 Aug 2024 0 repositories listed
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Identifying Technical Debt and Its Types Across Diverse Software Projects Issues17 Aug 2024 0 repositories listed
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LEVIS: Large Exact Verifiable Input Spaces for Neural Networks16 Aug 2024 0 repositories listed
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eGAD! double descent is explained by Generalized Aliasing Decomposition15 Aug 2024 0 repositories listed
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DIVE: Subgraph Disagreement for Graph Out-of-Distribution Generalization8 Aug 2024 0 repositories listed
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Winners with Confidence: Discrete Argmin Inference with an Application to Model Selection4 Aug 2024 0 repositories listed
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The Mismeasure of Man and Models: Evaluating Allocational Harms in Large Language Models2 Aug 2024 0 repositories listed
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A Dirichlet stochastic block model for composition-weighted networks1 Aug 2024 0 repositories listed
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Within-vector viral dynamics challenges how to model the extrinsic incubation period for major arboviruses: dengue, Zika, and chikungunya1 Aug 2024 0 repositories listed
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On the Problem of Text-To-Speech Model Selection for Synthetic Data Generation in Automatic Speech Recognition31 Jul 2024 0 repositories listed
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Closing the gap between open-source and commercial large language models for medical evidence summarization25 Jul 2024 0 repositories listed
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Navigating Uncertainty in Medical Image Segmentation23 Jul 2024 0 repositories listed
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Zero-Shot Embeddings Inform Learning and Forgetting with Vision-Language Encoders22 Jul 2024 0 repositories listed
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Improving Bias Correction Standards by Quantifying its Effects on Treatment Outcomes20 Jul 2024 0 repositories listed
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Modeling flexible behavior with remapping-based hippocampal sequence learning20 Jul 2024 0 repositories listed
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Is F₁ Score Suboptimal for Cybersecurity Models? Introducing C_(score), a Cost-Aware Alternative for Model Assessment19 Jul 2024 0 repositories listed
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Realistic Evaluation of Test-Time Adaptation Algorithms: Unsupervised Hyperparameter Selection19 Jul 2024 0 repositories listed
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A Comprehensive Sustainable Framework for Machine Learning and Artificial Intelligence17 Jul 2024 0 repositories listed
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GRIDS: Grouped Multiple-Degradation Restoration with Image Degradation Similarity17 Jul 2024 0 repositories listed
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CLAMS: A System for Zero-Shot Model Selection for Clustering15 Jul 2024 0 repositories listed
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On Leakage of Code Generation Evaluation Datasets10 Jul 2024 0 repositories listed
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Comparative Analysis of LSTM Neural Networks and Traditional Machine Learning Models for Predicting Diabetes Patient Readmission28 Jun 2024 0 repositories listed
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Zero-shot prompt-based classification: topic labeling in times of foundation models in German Tweets26 Jun 2024 0 repositories listed
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Greedy equivalence search for nonparametric graphical models25 Jun 2024 0 repositories listed
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Accessible, At-Home Detection of Parkinson's Disease via Multi-task Video Analysis21 Jun 2024 0 repositories listed
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Efficient Sequential Decision Making with Large Language Models17 Jun 2024 0 repositories listed
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Prompt Design Matters for Computational Social Science Tasks but in Unpredictable Ways17 Jun 2024 0 repositories listed
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ME-Switch: A Memory-Efficient Expert Switching Framework for Large Language Models13 Jun 2024 0 repositories listed
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Design and Scheduling of an AI-based Queueing System11 Jun 2024 0 repositories listed