Browse State-of-the-Art › Model Selection › Papers, page 14

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 14 of 21: papers 1,301 to 1,400 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.

• Automatic Unsupervised Outlier Model Selection
  1 Dec 2021 0 repositories listed
• Pessimistic Model Selection for Offline Deep Reinforcement Learning
  29 Nov 2021 0 repositories listed
• A Variational Inference Approach to Inverse Problems with Gamma Hyperpriors
  26 Nov 2021 0 repositories listed
• Exploration of Dark Chemical Genomics Space via Portal Learning: Applied to Targeting the Undruggable Genome and COVID-19 Anti-Infective Polypharmacology
  23 Nov 2021 0 repositories listed
• Linearised Laplace Inference in Networks with Normalisation Layers and the Neural g-Prior
  22 Nov 2021 0 repositories listed
• Machine Learning-Assisted Analysis of Small Angle X-ray Scattering
  16 Nov 2021 0 repositories listed
• On the Use of Entity Embeddings from Pre-Trained Language Models for Knowledge Graph Completion
  16 Nov 2021 0 repositories listed
• Towards Better Citation Intent Classification
  16 Nov 2021 0 repositories listed
• UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning
  16 Nov 2021 0 repositories listed
• Optimizing Unlicensed Coexistence Network Performance Through Data Learning
  15 Nov 2021 0 repositories listed
• A Rule-Based Epidemiological Modelling Framework
  14 Nov 2021 0 repositories listed
• Guided Sampling-based Evolutionary Deep Neural Network for Intelligent Fault Diagnosis
  12 Nov 2021 0 repositories listed
• Universal and data-adaptive algorithms for model selection in linear contextual bandits
  8 Nov 2021 0 repositories listed
• Validate on Sim, Detect on Real -- Model Selection for Domain Randomization
  1 Nov 2021 0 repositories listed
• Event Data Association via Robust Model Fitting for Event-based Object Tracking
  25 Oct 2021 0 repositories listed
• The Pareto Frontier of model selection for general Contextual Bandits
  25 Oct 2021 0 repositories listed
• Fast and Accurate Graph Learning for Huge Data via Minipatch Ensembles
  22 Oct 2021 0 repositories listed
• A Nested Weighted Tchebycheff Multi-Objective Bayesian Optimization Approach for Flexibility of Unknown Utopia Estimation in Expensive Black-box Design Problems
  16 Oct 2021 0 repositories listed
• On Model Selection Consistency of Lasso for High-Dimensional Ising Models
  16 Oct 2021 0 repositories listed
• A novel framework to quantify uncertainty in peptide-tandem mass spectrum matches with application to nanobody peptide identification
  15 Oct 2021 0 repositories listed
• Topological Data Analysis (TDA) Techniques Enhance Hand Pose Classification from ECoG Neural Recordings
  9 Oct 2021 0 repositories listed
• A Model Selection Approach for Corruption Robust Reinforcement Learning
  7 Oct 2021 0 repositories listed
• AgFlow: Fast Model Selection of Penalized PCA via Implicit Regularization Effects of Gradient Flow
  7 Oct 2021 0 repositories listed
• Post-hoc Models for Performance Estimation of Machine Learning Inference
  6 Oct 2021 0 repositories listed
• Variance function estimation in regression model via aggregation procedures
  6 Oct 2021 0 repositories listed
• Belief propagation for permutations, rankings, and partial orders
  1 Oct 2021 0 repositories listed
• Empirical Quantitative Analysis of COVID-19 Forecasting Models
  1 Oct 2021 0 repositories listed
• A Systematic Evaluation of Domain Adaptation Algorithms On Time Series Data
  29 Sep 2021 0 repositories listed
• Gradient-based Hyperparameter Optimization without Validation Data for Learning fom Limited Labels
  29 Sep 2021 0 repositories listed
• On the Uncomputability of Partition Functions in Energy-Based Sequence Models
  29 Sep 2021 0 repositories listed
• The Infinite Contextual Graph Markov Model
  29 Sep 2021 0 repositories listed
• Probability Distribution on Full Rooted Trees
  27 Sep 2021 0 repositories listed
• Towards trustworthy explanations with gradient-based attribution methods
  24 Sep 2021 0 repositories listed
• Multi-Task Learning with Sentiment, Emotion, and Target Detection to Recognize Hate Speech and Offensive Language
  21 Sep 2021 0 repositories listed
• The supremum principle selects simple, transferable models
  21 Sep 2021 0 repositories listed
• Automatic Componentwise Boosting: An Interpretable AutoML System
  12 Sep 2021 0 repositories listed
• Estimation of Local Average Treatment Effect by Data Combination
  11 Sep 2021 0 repositories listed
• Near Instance Optimal Model Selection for Pure Exploration Linear Bandits
  10 Sep 2021 0 repositories listed
• Learning the hypotheses space from data through a U-curve algorithm
  8 Sep 2021 0 repositories listed
• Adaptive variational Bayes: Optimality, computation and applications
  7 Sep 2021 0 repositories listed
• Functional additive models on manifolds of planar shapes and forms
  6 Sep 2021 0 repositories listed
• Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT
  3 Sep 2021 0 repositories listed
• Optimization Networks for Integrated Machine Learning
  1 Sep 2021 0 repositories listed
• Markov Switching Model for Driver Behavior Prediction: Use cases on Smartphones
  29 Aug 2021 0 repositories listed
• Consistent Relative Confidence and Label-Free Model Selection for Convolutional Neural Networks
  26 Aug 2021 0 repositories listed
• Double Machine Learning and Automated Confounder Selection -- A Cautionary Tale
  25 Aug 2021 0 repositories listed
• Federated Learning with Correlated Data: Taming the Tail for Age-Optimal Industrial IoT
  17 Aug 2021 0 repositories listed
• 4-D Epanechnikov Mixture Regression in Light Field Image Compression
  14 Aug 2021 0 repositories listed
• Adaptive Anomaly Detection for Internet of Things in Hierarchical Edge Computing: A Contextual-Bandit Approach
  9 Aug 2021 0 repositories listed
• Inferring bias and uncertainty in camera calibration
  28 Jul 2021 0 repositories listed
• Order Book Queue Hawkes-Markovian Modeling
  20 Jul 2021 0 repositories listed
• Compressed particle methods for expensive models with application in Astronomy and Remote Sensing
  18 Jul 2021 0 repositories listed
• Model-Parallel Model Selection for Deep Learning Systems
  14 Jul 2021 0 repositories listed
• Fast approximations of the Jeffreys divergence between univariate Gaussian mixture models via exponential polynomial densities
  13 Jul 2021 0 repositories listed
• Model Selection for Generic Reinforcement Learning
  13 Jul 2021 0 repositories listed
• Federated Model Search via Reinforcement Learning
  7 Jul 2021 0 repositories listed
• Model Selection for Generic Contextual Bandits
  7 Jul 2021 0 repositories listed
• Unsupervised Model Drift Estimation with Batch Normalization Statistics for Dataset Shift Detection and Model Selection
  1 Jul 2021 0 repositories listed
• Exploring convolutional neural networks with transfer learning for diagnosing Lyme disease from skin lesion images
  28 Jun 2021 0 repositories listed
• Using deep learning to detect patients at risk for prostate cancer despite benign biopsies
  27 Jun 2021 0 repositories listed
• A multi-stage machine learning model on diagnosis of esophageal manometry
  25 Jun 2021 0 repositories listed
• Practical Transferability Estimation for Image Classification Tasks
  19 Jun 2021 0 repositories listed
• Towards Transferable Adversarial Perturbations with Minimum Norm
  18 Jun 2021 0 repositories listed
• Taming Nonconvexity in Kernel Feature Selection -- Favorable Properties of the Laplace Kernel
  17 Jun 2021 0 repositories listed
• Machine learning-based conditional mean filter: a generalization of the ensemble Kalman filter for nonlinear data assimilation
  15 Jun 2021 0 repositories listed
• Towards Costless Model Selection in Contextual Bandits: A Bias-Variance Perspective
  11 Jun 2021 0 repositories listed
• Time Series Anomaly Detection with label-free Model Selection
  11 Jun 2021 0 repositories listed
• Bayesian Boosting for Linear Mixed Models
  9 Jun 2021 0 repositories listed
• Loss function based second-order Jensen inequality and its application to particle variational inference
  9 Jun 2021 0 repositories listed
• On the Use of Minimum Penalties in Statistical Learning
  9 Jun 2021 0 repositories listed
• Feature and Parameter Selection in Stochastic Linear Bandits
  9 Jun 2021 0 repositories listed
• Towards a Theoretical Framework of Out-of-Distribution Generalization
  8 Jun 2021 0 repositories listed
• Encoding-dependent generalization bounds for parametrized quantum circuits
  7 Jun 2021 0 repositories listed
• AI without networks
  7 Jun 2021 0 repositories listed
• Context-tree weighting for real-valued time series: Bayesian inference with hierarchical mixture models
  6 Jun 2021 0 repositories listed
• Neural Active Learning with Performance Guarantees
  6 Jun 2021 0 repositories listed
• Network Estimation by Mixing: Adaptivity and More
  5 Jun 2021 0 repositories listed
• Robust Model Selection and Nearly-Proper Learning for GMMs
  5 Jun 2021 0 repositories listed
• Corpus-Based Paraphrase Detection Experiments and Review
  31 May 2021 0 repositories listed
• Graph Similarity Description: How Are These Graphs Similar?
  29 May 2021 0 repositories listed
• Model Selection for Production System via Automated Online Experiments
  27 May 2021 0 repositories listed
• Real-time Monocular Depth Estimation with Sparse Supervision on Mobile
  25 May 2021 0 repositories listed
• Informative Bayesian model selection for RR Lyrae star classifiers
  24 May 2021 0 repositories listed
• Vector autoregression models with skewness and heavy tails
  24 May 2021 0 repositories listed
• Hypothesis Testing for Equality of Latent Positions in Random Graphs
  23 May 2021 0 repositories listed
• Laplace Redux - Effortless Bayesian Deep Learning
  21 May 2021 0 repositories listed
• On-the-fly learning of adaptive strategies with bandit algorithms
  20 May 2021 0 repositories listed
• Quantifying Topology In Pancreatic Tubular Networks From Live Imaging 3D Microscopy
  20 May 2021 0 repositories listed
• Achieving Fairness with a Simple Ridge Penalty
  18 May 2021 0 repositories listed
• More Powerful Conditional Selective Inference for Generalized Lasso by Parametric Programming
  11 May 2021 0 repositories listed
• Zero-Shot Personalized Speech Enhancement through Speaker-Informed Model Selection
  8 May 2021 0 repositories listed
• Model Selection CNN-based VVC QualityEnhancement
  7 May 2021 0 repositories listed
• Order flow in the financial markets from the perspective of the Fractional Lévy stable motion
  5 May 2021 0 repositories listed
• Speech Decomposition Based on a Hybrid Speech Model and Optimal Segmentation
  4 May 2021 0 repositories listed
• Synthetic Data for Model Selection
  3 May 2021 0 repositories listed
• The Future of Employment Revisited: How Model Selection Determines Automation Forecasts
  28 Apr 2021 0 repositories listed
• Non-asymptotic model selection in block-diagonal mixture of polynomial experts models
  18 Apr 2021 0 repositories listed
• When and Whom to Collaborate with in a Changing Environment: A Collaborative Dynamic Bandit Solution
  14 Apr 2021 0 repositories listed
• Thresholded Graphical Lasso Adjusts for Latent Variables: Application to Functional Neural Connectivity
  13 Apr 2021 0 repositories listed
• A Federated Learning Framework for Non-Intrusive Load Monitoring
  4 Apr 2021 0 repositories listed