Browse State-of-the-Art › Model Selection › Papers, page 13

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 13 of 21: papers 1,201 to 1,300 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.

• A Case for Dataset Specific Profiling
  1 Aug 2022 0 repositories listed
• Interpreting and predicting the economy flows: A time-varying parameter global vector autoregressive integrated the machine learning model
  31 Jul 2022 0 repositories listed
• Model selection with Gini indices under auto-calibration
  28 Jul 2022 0 repositories listed
• Label-Only Membership Inference Attack against Node-Level Graph Neural Networks
  27 Jul 2022 0 repositories listed
• Robust Output Analysis with Monte-Carlo Methodology
  27 Jul 2022 0 repositories listed
• Exploration in Linear Bandits with Rich Action Sets and its Implications for Inference
  23 Jul 2022 0 repositories listed
• Statistical and Computational Trade-offs in Variational Inference: A Case Study in Inferential Model Selection
  22 Jul 2022 0 repositories listed
• Correcting Model Bias with Sparse Implicit Processes
  21 Jul 2022 0 repositories listed
• Have we been Naive to Select Machine Learning Models? Noisy Data are here to Stay!
  14 Jul 2022 0 repositories listed
• Cost-Effective Online Contextual Model Selection
  13 Jul 2022 0 repositories listed
• FIB: A Method for Evaluation of Feature Impact Balance in Multi-Dimensional Data
  10 Jul 2022 0 repositories listed
• A Statistical-Modelling Approach to Feedforward Neural Network Model Selection
  9 Jul 2022 0 repositories listed
• Degrees of Freedom and Information Criteria for the Synthetic Control Method
  6 Jul 2022 0 repositories listed
• Model Selection in Reinforcement Learning with General Function Approximations
  6 Jul 2022 0 repositories listed
• Predicting is not Understanding: Recognizing and Addressing Underspecification in Machine Learning
  6 Jul 2022 0 repositories listed
• AaltoNLP at SemEval-2022 Task 11: Ensembling Task-adaptive Pretrained Transformers for Multilingual Complex NER
  1 Jul 2022 0 repositories listed
• Lookback for Learning to Branch
  30 Jun 2022 0 repositories listed
• Best of Both Worlds Model Selection
  29 Jun 2022 0 repositories listed
• Exploring linguistic feature and model combination for speech recognition based automatic AD detection
  28 Jun 2022 0 repositories listed
• Reinforcement Learning Based Dynamic Model Combination for Time Series Forecasting
  28 Jun 2022 0 repositories listed
• Entropy-based Characterization of Modeling Constraints
  27 Jun 2022 0 repositories listed
• Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach
  25 Jun 2022 0 repositories listed
• Optimally Weighted Ensembles of Regression Models: Exact Weight Optimization and Applications
  22 Jun 2022 0 repositories listed
• Hyperparameter Importance of Quantum Neural Networks Across Small Datasets
  20 Jun 2022 0 repositories listed
• Adapting the Linearised Laplace Model Evidence for Modern Deep Learning
  17 Jun 2022 0 repositories listed
• Robust Information Criterion for Model Selection in Sparse High-Dimensional Linear Regression Models
  17 Jun 2022 0 repositories listed
• Learning diffusion coefficients, kinetic parameters, and the number of underlying states from a multi-state diffusion process: robustness results and application to PDK1/PKCα, dynamics
  16 Jun 2022 0 repositories listed
• Med-DANet: Dynamic Architecture Network for Efficient Medical Volumetric Segmentation
  14 Jun 2022 0 repositories listed
• Discovery and density estimation of latent confounders in Bayesian networks with evidence lower bound
  11 Jun 2022 0 repositories listed
• Causal Discovery in Hawkes Processes by Minimum Description Length
  10 Jun 2022 0 repositories listed
• Machine Learning Inference on Inequality of Opportunity
  10 Jun 2022 0 repositories listed
• On the safe use of prior densities for Bayesian model selection
  10 Jun 2022 0 repositories listed
• A Regret-Variance Trade-Off in Online Learning
  6 Jun 2022 0 repositories listed
• Verifying Learning-Based Robotic Navigation Systems
  26 May 2022 0 repositories listed
• Crossmodal-3600: A Massively Multilingual Multimodal Evaluation Dataset
  25 May 2022 0 repositories listed
• Fusion Subspace Clustering for Incomplete Data
  22 May 2022 0 repositories listed
• Bayesian Physics-Informed Neural Networks for real-world nonlinear dynamical systems
  12 May 2022 0 repositories listed
• Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures
  10 May 2022 0 repositories listed
• Interpretable Machine Learning for Self-Service High-Risk Decision-Making
  9 May 2022 0 repositories listed
• Differentially Private Generalized Linear Models Revisited
  6 May 2022 0 repositories listed
• Identification of Physical Processes and Unknown Parameters of 3D Groundwater Contaminant Problems via Theory-guided U-net
  30 Apr 2022 0 repositories listed
• Model Selection, Adaptation, and Combination for Transfer Learning in Wind and Photovoltaic Power Forecasts
  28 Apr 2022 0 repositories listed
• Differentially Private Learning with Margin Guarantees
  21 Apr 2022 0 repositories listed
• Choosing the number of factors in factor analysis with incomplete data via a hierarchical Bayesian information criterion
  19 Apr 2022 0 repositories listed
• Trinary Tools for Continuously Valued Binary Classifiers
  18 Apr 2022 0 repositories listed
• Consensual Aggregation on Random Projected High-dimensional Features for Regression
  6 Apr 2022 0 repositories listed
• Fundamental limits to learning closed-form mathematical models from data
  6 Apr 2022 0 repositories listed
• Statistical Model Criticism of Variational Auto-Encoders
  6 Apr 2022 0 repositories listed
• Quality Assurance of Generative Dialog Models in an Evolving Conversational Agent Used for Swedish Language Practice
  29 Mar 2022 0 repositories listed
• Black-box Selective Inference via Bootstrapping
  28 Mar 2022 0 repositories listed
• Tutorial: Modern Theoretical Tools for Understanding and Designing Next-generation Information Retrieval System
  26 Mar 2022 0 repositories listed
• A Hybrid Framework for Sequential Data Prediction with End-to-End Optimization
  25 Mar 2022 0 repositories listed
• Predictor Selection for Synthetic Controls
  22 Mar 2022 0 repositories listed
• On the Effect of Pre-Processing and Model Complexity for Plastic Analysis Using Short-Wave-Infrared Hyper-Spectral Imaging
  21 Mar 2022 0 repositories listed
• Telling Stories from Computational Notebooks: AI-Assisted Presentation Slides Creation for Presenting Data Science Work
  21 Mar 2022 0 repositories listed
• Mixture Components Inference for Sparse Regression: Introduction and Application for Estimation of Neuronal Signal from fMRI BOLD
  14 Mar 2022 0 repositories listed
• Towards On-Device AI and Blockchain for 6G enabled Agricultural Supply-chain Management
  12 Mar 2022 0 repositories listed
• Sampling Bias Correction for Supervised Machine Learning: A Bayesian Inference Approach with Practical Applications
  11 Mar 2022 0 repositories listed
• Geometric and Topological Inference for Deep Representations of Complex Networks
  10 Mar 2022 0 repositories listed
• Bayesian Spatial Predictive Synthesis
  10 Mar 2022 0 repositories listed
• Nonlinear Isometric Manifold Learning for Injective Normalizing Flows
  8 Mar 2022 0 repositories listed
• Evaluating State of the Art, Forecasting Ensembles- and Meta-learning Strategies for Model Fusion
  7 Mar 2022 0 repositories listed
• Carbon Footprint of Selecting and Training Deep Learning Models for Medical Image Analysis
  4 Mar 2022 0 repositories listed
• A study on the distribution of social biases in self-supervised learning visual models
  3 Mar 2022 0 repositories listed
• Gaussian Process-based Spatial Reconstruction of Electromagnetic fields
  3 Mar 2022 0 repositories listed
• Regularized Bilinear Discriminant Analysis for Multivariate Time Series Data
  26 Feb 2022 0 repositories listed
• Ensemble Method for Estimating Individualized Treatment Effects
  25 Feb 2022 0 repositories listed
• Exploratory Hidden Markov Factor Models for Longitudinal Mobile Health Data: Application to Adverse Posttraumatic Neuropsychiatric Sequelae
  25 Feb 2022 0 repositories listed
• Cyclical Variational Bayes Monte Carlo for Efficient Multi-Modal Posterior Distributions Evaluation
  23 Feb 2022 0 repositories listed
• Efficient Distributed DNNs in the Mobile-edge-cloud Continuum
  23 Feb 2022 0 repositories listed
• Exponential Tail Local Rademacher Complexity Risk Bounds Without the Bernstein Condition
  23 Feb 2022 0 repositories listed
• Energy-Efficient Respiratory Anomaly Detection in Premature Newborn Infants
  21 Feb 2022 0 repositories listed
• Online Learning for Orchestration of Inference in Multi-User End-Edge-Cloud Networks
  21 Feb 2022 0 repositories listed
• Multi-Objective Model Selection for Time Series Forecasting
  17 Feb 2022 0 repositories listed
• Scaling Laws Under the Microscope: Predicting Transformer Performance from Small Scale Experiments
  13 Feb 2022 0 repositories listed
• Fitting Sparse Markov Models to Categorical Time Series Using Regularization
  11 Feb 2022 0 repositories listed
• Loss-guided Stability Selection
  10 Feb 2022 0 repositories listed
• Dependence model assessment and selection with DecoupleNets
  7 Feb 2022 0 repositories listed
• Capturing and incorporating expert knowledge into machine learning models for quality prediction in manufacturing
  4 Feb 2022 0 repositories listed
• Self-Adaptive Forecasting for Improved Deep Learning on Non-Stationary Time-Series
  4 Feb 2022 0 repositories listed
• JULIA: Joint Multi-linear and Nonlinear Identification for Tensor Completion
  31 Jan 2022 0 repositories listed
• A Priori Denoising Strategies for Sparse Identification of Nonlinear Dynamical Systems: A Comparative Study
  29 Jan 2022 0 repositories listed
• Learning Curves for Decision Making in Supervised Machine Learning: A Survey
  28 Jan 2022 0 repositories listed
• The Time-Varying Multivariate Autoregressive Index Model
  18 Jan 2022 0 repositories listed
• Crossmodal-3600: A Massively Multilingual Multimodal Evaluation Dataset
  16 Jan 2022 0 repositories listed
• One Step Is Enough for Few-Shot Cross-Lingual Transfer: Co-Training with Gradient Optimization
  16 Jan 2022 0 repositories listed
• Neural Capacitance: A New Perspective of Neural Network Selection via Edge Dynamics
  11 Jan 2022 0 repositories listed
• Problem-dependent attention and effort in neural networks with applications to image resolution and model selection
  5 Jan 2022 0 repositories listed
• Self-directed Machine Learning
  4 Jan 2022 0 repositories listed
• Propagation Regularizer for Semi-Supervised Learning With Extremely Scarce Labeled Samples
  1 Jan 2022 0 repositories listed
• Optimal Model Averaging of Support Vector Machines in Diverging Model Spaces
  24 Dec 2021 0 repositories listed
• Improving Robustness and Uncertainty Modelling in Neural Ordinary Differential Equations
  23 Dec 2021 0 repositories listed
• Latent Time Neural Ordinary Differential Equations
  23 Dec 2021 0 repositories listed
• Model Selection in Batch Policy Optimization
  23 Dec 2021 0 repositories listed
• Optimal and instance-dependent guarantees for Markovian linear stochastic approximation
  23 Dec 2021 0 repositories listed
• Mathematical modelling, selection and hierarchical inference to determine the minimal dose in IFNα therapy against Myeloproliferative Neoplasms
  20 Dec 2021 0 repositories listed
• Optimal Latent Space Forecasting for Large Collections of Short Time Series Using Temporal Matrix Factorization
  15 Dec 2021 0 repositories listed
• Housing Price Prediction Model Selection Based on Lorenz and Concentration Curves: Empirical Evidence from Tehran Housing Market
  12 Dec 2021 0 repositories listed
• Fair Community Detection and Structure Learning in Heterogeneous Graphical Models
  9 Dec 2021 0 repositories listed
• Asymptotics of the Bootstrap via Stability with Applications to Inference with Model Selection
  1 Dec 2021 0 repositories listed