Browse State-of-the-Art › Model Selection › Papers, page 17

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 17 of 21: papers 1,601 to 1,700 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.

• Voting with Random Classifiers (VORACE): Theoretical and Experimental Analysis
  18 Sep 2019 0 repositories listed
• Weighted Sampling for Combined Model Selection and Hyperparameter Tuning
  16 Sep 2019 0 repositories listed
• Not again! Data Leakage in Digital Pathology
  14 Sep 2019 0 repositories listed
• Closed-loop Model Selection for Kernel-based Models using Bayesian Optimization
  12 Sep 2019 0 repositories listed
• Deep Elastic Networks with Model Selection for Multi-Task Learning
  11 Sep 2019 0 repositories listed
• On the overestimation of widely applicable Bayesian information criterion
  28 Aug 2019 0 repositories listed
• Model Selection With Graphical Neighbour Information
  27 Aug 2019 0 repositories listed
• Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial
  23 Aug 2019 0 repositories listed
• Time series model selection with a meta-learning approach; evidence from a pool of forecasting algorithms
  22 Aug 2019 0 repositories listed
• Minimum Description Length Revisited
  21 Aug 2019 0 repositories listed
• Hybrid methodology based on Bayesian optimization and GA-PARSIMONY to search for parsimony models by combining hyperparameter optimization and feature selection
  18 Aug 2019 0 repositories listed
• 3D Rigid Motion Segmentation with Mixed and Unknown Number of Models
  16 Aug 2019 0 repositories listed
• Towards Automated Machine Learning: Evaluation and Comparison of AutoML Approaches and Tools
  15 Aug 2019 0 repositories listed
• Convergence Rates of Variational Inference in Sparse Deep Learning
  9 Aug 2019 0 repositories listed
• Paired-Consistency: An Example-Based Model-Agnostic Approach to Fairness Regularization in Machine Learning
  7 Aug 2019 0 repositories listed
• Generalised Zero-Shot Learning with a Classifier Ensemble over Multi-Modal Embedding Spaces
  6 Aug 2019 0 repositories listed
• On the Existence of Simpler Machine Learning Models
  5 Aug 2019 0 repositories listed
• Method of Contraction-Expansion (MOCE) for Simultaneous Inference in Linear Models
  4 Aug 2019 0 repositories listed
• Least Angle Regression in Tangent Space and LASSO for Generalized Linear Models
  18 Jul 2019 0 repositories listed
• Improving classification performance by feature space transformations and model selection
  14 Jul 2019 0 repositories listed
• PreCall: A Visual Interface for Threshold Optimization in ML Model Selection
  11 Jul 2019 0 repositories listed
• Competing Models
  8 Jul 2019 0 repositories listed
• Variance of Average Surprisal: A Better Predictor for Quality of Grammar from Unsupervised PCFG Induction
  1 Jul 2019 0 repositories listed
• MLFriend: Interactive Prediction Task Recommendation for Event-Driven Time-Series Data
  28 Jun 2019 0 repositories listed
• Inferring Latent dimension of Linear Dynamical System with Minimum Description Length
  23 Jun 2019 0 repositories listed
• Model selection for high-dimensional linear regression with dependent observations
  18 Jun 2019 0 repositories listed
• The PRIMPing Routine -- Tiling through Proximal Alternating Linearized Minimization
  17 Jun 2019 0 repositories listed
• A New Compensatory Genetic Algorithm-Based Method for Effective Compressed Multi-function Convolutional Neural Network Model Selection with Multi-Objective Optimization
  8 Jun 2019 0 repositories listed
• Using anomaly detection to support classification of fast running (packaging) processes
  6 Jun 2019 0 repositories listed
• Estimating Real Log Canonical Thresholds
  4 Jun 2019 0 repositories listed
• Off-Policy Evaluation via Off-Policy Classification
  4 Jun 2019 0 repositories listed
• Quantitative Overfitting Management for Human-in-the-loop ML Application Development with ease.ml/meter
  1 Jun 2019 0 repositories listed
• Fitting Multiple Heterogeneous Models by Multi-Class Cascaded T-Linkage
  1 Jun 2019 0 repositories listed
• Predicting Global Variations in Outdoor PM2.5 Concentrations using Satellite Images and Deep Convolutional Neural Networks
  1 Jun 2019 0 repositories listed
• Unsupervised Model Selection for Variational Disentangled Representation Learning
  29 May 2019 0 repositories listed
• Lifelong Bayesian Optimization
  29 May 2019 0 repositories listed
• A Geometric Modeling of Occam's Razor in Deep Learning
  27 May 2019 0 repositories listed
• Model Validation Using Mutated Training Labels: An Exploratory Study
  24 May 2019 0 repositories listed
• Adaptive Model Selection Framework: An Application to Airline Pricing
  21 May 2019 0 repositories listed
• Analysis of the AutoML Challenge Series 2015–2018
  18 May 2019 0 repositories listed
• Gmail Smart Compose: Real-Time Assisted Writing
  17 May 2019 0 repositories listed
• Reduced-order modeling using Dynamic Mode Decomposition and Least Angle Regression
  16 May 2019 0 repositories listed
• Automatic Model Selection for Neural Networks
  15 May 2019 0 repositories listed
• Information criteria for non-normalized models
  15 May 2019 0 repositories listed
• Decision Making with Machine Learning and ROC Curves
  5 May 2019 0 repositories listed
• Disentangling Factors of Variation Using Few Labels
  3 May 2019 0 repositories listed
• Post-Selection Inference in Three-Dimensional Panel Data
  30 Apr 2019 0 repositories listed
• Bayesian leave-one-out cross-validation for large data
  24 Apr 2019 0 repositories listed
• On Learning to Prove
  24 Apr 2019 0 repositories listed
• S²-LBI: Stochastic Split Linearized Bregman Iterations for Parsimonious Deep Learning
  24 Apr 2019 0 repositories listed
• A deep learning based solution for construction equipment detection: from development to deployment
  18 Apr 2019 0 repositories listed
• Cramer-Rao Bound for Estimation After Model Selection and its Application to Sparse Vector Estimation
  15 Apr 2019 0 repositories listed
• Variational Bayes for high-dimensional linear regression with sparse priors
  15 Apr 2019 0 repositories listed
• Deep Learning Inversion of Electrical Resistivity Data
  10 Apr 2019 0 repositories listed
• Adaptive Sequential Machine Learning
  4 Apr 2019 0 repositories listed
• Adaptive Bayesian Linear Regression for Automated Machine Learning
  1 Apr 2019 0 repositories listed
• Interactive Visual Exploration of Latent Space (IVELS) for peptide auto-encoder model selection
  27 Mar 2019 0 repositories listed
• On the Computation and Applications of Large Dense Partial Correlation Networks
  17 Mar 2019 0 repositories listed
• Regularity Normalization: Constraining Implicit Space with Minimum Description Length
  11 Mar 2019 0 repositories listed
• V2X System Architecture Utilizing Hybrid Gaussian Process-based Model Structures
  4 Mar 2019 0 repositories listed
• On the complexity of logistic regression models
  1 Mar 2019 0 repositories listed
• A Distributionally Robust Optimization Method for Adversarial Multiple Kernel Learning
  27 Feb 2019 0 repositories listed
• Automated Model Selection with Bayesian Quadrature
  26 Feb 2019 0 repositories listed
• Anomaly Detection for an E-commerce Pricing System
  25 Feb 2019 0 repositories listed
• Logistic principal component analysis via non-convex singular value thresholding
  25 Feb 2019 0 repositories listed
• Bayesian Anomaly Detection and Classification
  22 Feb 2019 0 repositories listed
• An information criterion for auxiliary variable selection in incomplete data analysis
  21 Feb 2019 0 repositories listed
• Bayesian Image Classification with Deep Convolutional Gaussian Processes
  15 Feb 2019 0 repositories listed
• Differential Description Length for Hyperparameter Selection in Machine Learning
  13 Feb 2019 0 repositories listed
• Efficient Cross-Validation for Semi-Supervised Learning
  13 Feb 2019 0 repositories listed
• Model Selection for Simulator-based Statistical Models: A Kernel Approach
  7 Feb 2019 0 repositories listed
• Un modèle Bayésien de co-clustering de données mixtes
  6 Feb 2019 0 repositories listed
• Fast Approximation and Estimation Bounds of Kernel Quadrature for Infinitely Wide Models
  2 Feb 2019 0 repositories listed
• Learning for Multi-Model and Multi-Type Fitting
  29 Jan 2019 0 repositories listed
• Clustering Discrete-Valued Time Series
  26 Jan 2019 0 repositories listed
• Simultaneous Subspace Clustering and Cluster Number Estimating based on Triplet Relationship
  23 Jan 2019 0 repositories listed
• lassopack: Model selection and prediction with regularized regression in Stata
  16 Jan 2019 0 repositories listed
• An Introductory Guide to Fano's Inequality with Applications in Statistical Estimation
  2 Jan 2019 0 repositories listed
• Determining Principal Component Cardinality through the Principle of Minimum Description Length
  31 Dec 2018 0 repositories listed
• Improvement of Identification Procedure Using Hybrid Cuckoo Search Algorithm for TurbineGovernor and Excitation System
  27 Dec 2018 0 repositories listed
• A Bayesian Model for Bivariate Causal Inference
  24 Dec 2018 0 repositories listed
• Learning Representations from Dendrograms
  21 Dec 2018 0 repositories listed
• Breaking the bonds of weak coupling: the dynamic causal modelling of oscillator amplitudes
  15 Dec 2018 0 repositories listed
• Physics-Based Learning for Robotic Environmental Sensing
  10 Dec 2018 0 repositories listed
• Bitcoin Forecasting Using ARIMA and PROPHET
  9 Dec 2018 0 repositories listed
• Adaptive and Calibrated Ensemble Learning with Dependent Tail-free Process
  8 Dec 2018 0 repositories listed
• Progressive Sampling-Based Bayesian Optimization for Efficient and Automatic Machine Learning Model Selection
  6 Dec 2018 0 repositories listed
• Learning Vine Copula Models For Synthetic Data Generation
  4 Dec 2018 0 repositories listed
• Bayesian Model Selection Approach to Boundary Detection with Non-Local Priors
  1 Dec 2018 0 repositories listed
• Variational Selection of Features for Molecular Kinetics
  28 Nov 2018 0 repositories listed
• LM-BIC Model Selection in Semiparametric Models
  26 Nov 2018 0 repositories listed
• Model Selection for Generalized Zero-shot Learning
  8 Nov 2018 0 repositories listed
• Reinforcement Learning based Dynamic Model Selection for Short-Term Load Forecasting
  5 Nov 2018 0 repositories listed
• Learning stable and predictive structures in kinetic systems: Benefits of a causal approach
  28 Oct 2018 0 repositories listed
• Model Selection for Nonnegative Matrix Factorization by Support Union Recovery
  23 Oct 2018 0 repositories listed
• On The Stability of Interpretable Models
  22 Oct 2018 0 repositories listed
• Model Selection Techniques -- An Overview
  22 Oct 2018 0 repositories listed
• MS-BACO: A new Model Selection algorithm using Binary Ant Colony Optimization for neural complexity and error reduction
  21 Oct 2018 0 repositories listed
• A Unified Dynamic Approach to Sparse Model Selection
  8 Oct 2018 0 repositories listed
• Find the dimension that counts: Fast dimension estimation and Krylov PCA
  8 Oct 2018 0 repositories listed