Browse State-of-the-Art › Model Selection › Papers, page 15

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 15 of 21: papers 1,401 to 1,500 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.

• Domain adaptation in practice: Lessons from a real-world information extraction pipeline
  1 Apr 2021 0 repositories listed
• Model Selection's Disparate Impact in Real-World Deep Learning Applications
  1 Apr 2021 0 repositories listed
• An Overview of Human Activity Recognition Using Wearable Sensors: Healthcare and Artificial Intelligence
  29 Mar 2021 0 repositories listed
• A Powerful Subvector Anderson Rubin Test in Linear Instrumental Variables Regression with Conditional Heteroskedasticity
  21 Mar 2021 0 repositories listed
• Deep ROC Analysis and AUC as Balanced Average Accuracy to Improve Model Selection, Understanding and Interpretation
  21 Mar 2021 0 repositories listed
• Deep Time Series Models for Scarce Data
  16 Mar 2021 0 repositories listed
• Learning Word-Level Confidence For Subword End-to-End ASR
  11 Mar 2021 0 repositories listed
• Reframing Neural Networks: Deep Structure in Overcomplete Representations
  10 Mar 2021 0 repositories listed
• Complex decision-making strategies in a stock market experiment explained as the combination of few simple strategies
  9 Mar 2021 0 repositories listed
• Model Complexity of Deep Learning: A Survey
  8 Mar 2021 0 repositories listed
• Sensing population distribution from satellite imagery via deep learning: model selection, neighboring effect, and systematic biases
  3 Mar 2021 0 repositories listed
• General Bayesian time-varying parameter VARs for predicting government bond yields
  26 Feb 2021 0 repositories listed
• AutoAI-TS: AutoAI for Time Series Forecasting
  24 Feb 2021 0 repositories listed
• Radar Cross Section Based Statistical Recognition of UAVs at Microwave Frequencies
  23 Feb 2021 0 repositories listed
• Bridging factor and sparse models
  22 Feb 2021 0 repositories listed
• Joint Continuous and Discrete Model Selection via Submodularity
  17 Feb 2021 0 repositories listed
• Parsimonious Modelling for Estimating Hospital Cooling Demand to Improve Energy Efficiency
  17 Feb 2021 0 repositories listed
• Pareto Optimal Model Selection in Linear Bandits
  12 Feb 2021 0 repositories listed
• Selecting Treatment Effects Models for Domain Adaptation Using Causal Knowledge
  11 Feb 2021 0 repositories listed
• Derivative-Free Reinforcement Learning: A Review
  10 Feb 2021 0 repositories listed
• Ising Model Selection Using ℓ₁-Regularized Linear Regression: A Statistical Mechanics Analysis
  8 Feb 2021 0 repositories listed
• Zero Training Overhead Portfolios for Learning to Solve Combinatorial Problems
  5 Feb 2021 0 repositories listed
• Graph Coding for Model Selection and Anomaly Detection in Gaussian Graphical Models
  4 Feb 2021 0 repositories listed
• Bayesian data-driven discovery of partial differential equations with variable coefficients
  2 Feb 2021 0 repositories listed
• A linearized framework and a new benchmark for model selection for fine-tuning
  29 Jan 2021 0 repositories listed
• Sequential prediction under log-loss and misspecification
  29 Jan 2021 0 repositories listed
• AHMoSe: A Knowledge-Based Visual Support System for Selecting Regression Machine Learning Models
  28 Jan 2021 0 repositories listed
• Choice modelling in the age of machine learning - discussion paper
  28 Jan 2021 0 repositories listed
• A Characterization for Optimal Bundling of Products with Non-Additive Values
  27 Jan 2021 0 repositories listed
• Predictive Quantile Regression with Mixed Roots and Increasing Dimensions: The ALQR Approach
  27 Jan 2021 0 repositories listed
• Supervised Momentum Contrastive Learning for Few-Shot Classification
  26 Jan 2021 0 repositories listed
• How do some Bayesian Network machine learned graphs compare to causal knowledge?
  25 Jan 2021 0 repositories listed
• Online and Scalable Model Selection with Multi-Armed Bandits
  25 Jan 2021 0 repositories listed
• Hierarchical Variational Auto-Encoding for Unsupervised Domain Generalization
  23 Jan 2021 0 repositories listed
• Rethinking Semantic Segmentation Evaluation for Explainability and Model Selection
  21 Jan 2021 0 repositories listed
• Cost-based feature selection for network model choice
  19 Jan 2021 0 repositories listed
• Predicting Hyperkalemia in the ICU and Evaluation of Generalizability and Interpretability
  16 Jan 2021 0 repositories listed
• Fitting very flexible models: Linear regression with large numbers of parameters
  15 Jan 2021 0 repositories listed
• Detecting seasonal episodic-like spatiotemporal memory patterns using animal movement modelling
  11 Jan 2021 0 repositories listed
• General Hannan and Quinn Criterion for Common Time Series
  11 Jan 2021 0 repositories listed
• Block-Term Tensor Decomposition Model Selection and Computation: The Bayesian Way
  8 Jan 2021 0 repositories listed
• Can We Use Gradient Norm as a Measure of Generalization Error for Model Selection in Practice?
  1 Jan 2021 0 repositories listed
• Continual Learning Without Knowing Task Identities: Rethinking Occam's Razor
  1 Jan 2021 0 repositories listed
• Rethinking Parameter Counting: Effective Dimensionality Revisited
  1 Jan 2021 0 repositories listed
• Explainable Multi-class Classification of Medical Data
  26 Dec 2020 0 repositories listed
• Regret Bound Balancing and Elimination for Model Selection in Bandits and RL
  24 Dec 2020 0 repositories listed
• Upper Confidence Bounds for Combining Stochastic Bandits
  24 Dec 2020 0 repositories listed
• On the Treatment of Optimization Problems with L1 Penalty Terms via Multiobjective Continuation
  14 Dec 2020 0 repositories listed
• Smooth Bandit Optimization: Generalization to Hölder Space
  11 Dec 2020 0 repositories listed
• Conjugate Mixture Models for Clustering Multimodal Data
  9 Dec 2020 0 repositories listed
• Efficient model selection in switching linear dynamic systems by graph clustering
  8 Dec 2020 0 repositories listed
• Online Model Selection: a Rested Bandit Formulation
  7 Dec 2020 0 repositories listed
• Machine learning with incomplete datasets using multi-objective optimization models
  4 Dec 2020 0 repositories listed
• Non-reversible Gaussian processes for identifying latent dynamical structure in neural data
  1 Dec 2020 0 repositories listed
• Proximity Operator of the Matrix Perspective Function and its Applications
  1 Dec 2020 0 repositories listed
• Modelling brain lesion volume in patches with CNN-based Poisson Regression
  26 Nov 2020 0 repositories listed
• Physics-Informed Neural State Space Models via Learning and Evolution
  26 Nov 2020 0 repositories listed
• Online Model Selection for Reinforcement Learning with Function Approximation
  19 Nov 2020 0 repositories listed
• MOFA: Modular Factorial Design for Hyperparameter Optimization
  18 Nov 2020 0 repositories listed
• Sparse Feature Selection Makes Batch Reinforcement Learning More Sample Efficient
  8 Nov 2020 0 repositories listed
• Nonparametric Variable Screening with Optimal Decision Stumps
  5 Nov 2020 0 repositories listed
• Estimation vs Metrics: is QE Useful for MT Model Selection?
  1 Nov 2020 0 repositories listed
• Evaluating Word Embeddings on Low-Resource Languages
  1 Nov 2020 0 repositories listed
• Predictive Model Selection for Transfer Learning in Sequence Labeling Tasks
  1 Nov 2020 0 repositories listed
• A Bayesian Perspective on Training Speed and Model Selection
  27 Oct 2020 0 repositories listed
• Epidemic Dynamics via Wavelet Theory and Machine Learning, with Applications to Covid-19
  27 Oct 2020 0 repositories listed
• Probing Task-Oriented Dialogue Representation from Language Models
  26 Oct 2020 0 repositories listed
• Learning from missing data with the Latent Block Model
  23 Oct 2020 0 repositories listed
• Spike and slab variational Bayes for high dimensional logistic regression
  22 Oct 2020 0 repositories listed
• Model Selection for Signal Processing: a Minimum Error Approach and a General Performance Analysis
  21 Oct 2020 0 repositories listed
• Model-specific Data Subsampling with Influence Functions
  20 Oct 2020 0 repositories listed
• On the Role of Supervision in Unsupervised Constituency Parsing
  6 Oct 2020 0 repositories listed
• Training Deep Neural Networks for Wireless Sensor Networks Using Loosely and Weakly Labeled Images
  6 Oct 2020 0 repositories listed
• Short-term prediction of photovoltaic power generation using Gaussian process regression
  5 Oct 2020 0 repositories listed
• Model Selection for Cross-Lingual Transfer using a Learned Scoring Function
  28 Sep 2020 0 repositories listed
• Revisiting the Train Loss: an Efficient Performance Estimator for Neural Architecture Search
  28 Sep 2020 0 repositories listed
• A Machine Learning Approach to DoA Estimation and Model Order Selection for Antenna Arrays with Subarray Sampling
  27 Sep 2020 0 repositories listed
• Small Data, Big Decisions: Model Selection in the Small-Data Regime
  26 Sep 2020 0 repositories listed
• A first econometric analysis of the CRIX family
  25 Sep 2020 0 repositories listed
• A Meta-learning based Distribution System Load Forecasting Model Selection Framework
  25 Sep 2020 0 repositories listed
• Quantile Factor Models
  23 Sep 2020 0 repositories listed
• Non-asymptotic oracle inequalities for the Lasso in high-dimensional mixture of experts
  22 Sep 2020 0 repositories listed
• CRIX an index for cryptocurrencies
  21 Sep 2020 0 repositories listed
• Ridge Regression Revisited: Debiasing, Thresholding and Bootstrap
  17 Sep 2020 0 repositories listed
• Better Model Selection with a new Definition of Feature Importance
  16 Sep 2020 0 repositories listed
• Temporal Answer Set Programming
  14 Sep 2020 0 repositories listed
• ODIN: Automated Drift Detection and Recovery in Video Analytics
  9 Sep 2020 0 repositories listed
• Volatility Forecasting with 1-dimensional CNNs via transfer learning
  7 Sep 2020 0 repositories listed
• Visual Sentiment Analysis from Disaster Images in Social Media
  4 Sep 2020 0 repositories listed
• Non-parametric generalized linear model
  2 Sep 2020 0 repositories listed
• Automated Model Selection for Time-Series Anomaly Detection
  25 Aug 2020 0 repositories listed
• Inference for parameters identified by conditional moment restrictions using a generalized Bierens maximum statistic
  25 Aug 2020 0 repositories listed
• Self-regularizing Property of Nonparametric Maximum Likelihood Estimator in Mixture Models
  19 Aug 2020 0 repositories listed
• Feature Selection Methods for Cost-Constrained Classification in Random Forests
  14 Aug 2020 0 repositories listed
• Trust-Based Cloud Machine Learning Model Selection For Industrial IoT and Smart City Services
  11 Aug 2020 0 repositories listed
• TutorNet: Towards Flexible Knowledge Distillation for End-to-End Speech Recognition
  3 Aug 2020 0 repositories listed
• Bayesian Optimization for Selecting Efficient Machine Learning Models
  2 Aug 2020 0 repositories listed
• The Minimum Description Length Principle for Pattern Mining: A Survey
  28 Jul 2020 0 repositories listed
• Prediction in latent factor regression: Adaptive PCR and beyond
  20 Jul 2020 0 repositories listed
• A Theory of Multiple-Source Adaptation with Limited Target Labeled Data
  19 Jul 2020 0 repositories listed