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Binary Classification

Papers archive 2025-07-28

archive papers tagged: 2,574 · with a code link: 710 · where Syntology ran a sample: 115 (100 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (115 of 2,574 tagged: 100 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument)

Page 26 of 26: papers 2,501 to 2,574 of 2,574, 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.

• Consistent Binary Classification with Generalized Performance Metrics
  1 Dec 2014 0 repositories listed
• Extended and Unscented Gaussian Processes
  1 Dec 2014 0 repositories listed
• Large-Margin Convex Polytope Machine
  1 Dec 2014 0 repositories listed
• Learning Multiple Tasks in Parallel with a Shared Annotator
  1 Dec 2014 0 repositories listed
• Ranking via Robust Binary Classification
  1 Dec 2014 0 repositories listed
• Robust Classification Under Sample Selection Bias
  1 Dec 2014 0 repositories listed
• Robust Logistic Regression and Classification
  1 Dec 2014 0 repositories listed
• Non-Verbal Communication Analysis in Victim-Offender Mediations
  25 Nov 2014 0 repositories listed
• PU Learning for Matrix Completion
  22 Nov 2014 0 repositories listed
• Hardware-Amenable Structural Learning for Spike-based Pattern Classification using a Simple Model of Active Dendrites
  20 Nov 2014 0 repositories listed
• Large-Margin Classification with Multiple Decision Rules
  19 Nov 2014 0 repositories listed
• An Overview of General Performance Metrics of Binary Classifier Systems
  17 Oct 2014 0 repositories listed
• Scene Image is Non-Mutually Exclusive - A Fuzzy Qualitative Scene Understanding
  14 Oct 2014 0 repositories listed
• An Approach to Reducing Annotation Costs for BioNLP
  12 Sep 2014 0 repositories listed
• Enforcing Label and Intensity Consistency for IR Target Detection
  9 Sep 2014 0 repositories listed
• Weighted Classification Cascades for Optimizing Discovery Significance in the HiggsML Challenge
  9 Sep 2014 0 repositories listed
• On the Consistency of Ordinal Regression Methods
  11 Aug 2014 0 repositories listed
• On the Generalization of the C-Bound to Structured Output Ensemble Methods
  6 Aug 2014 0 repositories listed
• Dynamic Feature Scaling for Online Learning of Binary Classifiers
  28 Jul 2014 0 repositories listed
• Quadratically constrained quadratic programming for classification using particle swarms and applications
  23 Jul 2014 0 repositories listed
• Optimizing Average Precision using Weakly Supervised Data
  1 Jun 2014 0 repositories listed
• Optimal Learners for Multiclass Problems
  10 May 2014 0 repositories listed
• On Lipschitz Continuity and Smoothness of Loss Functions in Learning to Rank
  3 May 2014 0 repositories listed
• Adapting Freely Available Resources to Build an Opinion Mining Pipeline in Portuguese
  1 May 2014 0 repositories listed
• Constructing a Corpus of Japanese Predicate Phrases for Synonym/Antonym Relations
  1 May 2014 0 repositories listed
• The Munich Biovoice Corpus: Effects of Physical Exercising, Heart Rate, and Skin Conductance on Human Speech Production
  1 May 2014 0 repositories listed
• Multi-borders classification
  15 Apr 2014 0 repositories listed
• Generalized version of the support vector machine for binary classification problems: supporting hyperplane machine
  13 Apr 2014 0 repositories listed
• Ensemble Committees for Stock Return Classification and Prediction
  5 Apr 2014 0 repositories listed
• A study on cost behaviors of binary classification measures in class-imbalanced problems
  26 Mar 2014 0 repositories listed
• Ranking via Robust Binary Classification and Parallel Parameter Estimation in Large-Scale Data
  11 Feb 2014 0 repositories listed
• The Sampling-and-Learning Framework: A Statistical View of Evolutionary Algorithms
  24 Jan 2014 0 repositories listed
• Binary Classifier Calibration: Bayesian Non-Parametric Approach
  13 Jan 2014 0 repositories listed
• A Fused Elastic Net Logistic Regression Model for Multi-Task Binary Classification
  30 Dec 2013 0 repositories listed
• 3D Interest Point Detection via Discriminative Learning
  24 Dec 2013 0 repositories listed
• Manifold regularized kernel logistic regression for web image annotation
  21 Dec 2013 0 repositories listed
• A MapReduce based distributed SVM algorithm for binary classification
  15 Dec 2013 0 repositories listed
• A Methodology for Player Modeling based on Machine Learning
  13 Dec 2013 0 repositories listed
• The Law of Total Odds
  2 Dec 2013 0 repositories listed
• Information-theoretic lower bounds for distributed statistical estimation with communication constraints
  1 Dec 2013 0 repositories listed
• Learning with Noisy Labels
  1 Dec 2013 0 repositories listed
• On the Relationship Between Binary Classification, Bipartite Ranking, and Binary Class Probability Estimation
  1 Dec 2013 0 repositories listed
• Robust Bloom Filters for Large MultiLabel Classification Tasks
  1 Dec 2013 0 repositories listed
• A U-statistic estimator for the variance of resampling-based error estimators
  30 Oct 2013 0 repositories listed
• On the Bayes-optimality of F-measure maximizers
  17 Oct 2013 0 repositories listed
• Building Bridges: Viewing Active Learning from the Multi-Armed Bandit Lens
  26 Sep 2013 0 repositories listed
• Stochastic Optimization for Machine Learning
  15 Aug 2013 0 repositories listed
• Multiclass learnability and the ERM principle
  13 Aug 2013 0 repositories listed
• When is the majority-vote classifier beneficial?
  24 Jul 2013 0 repositories listed
• Dimensionality Detection and Integration of Multiple Data Sources via the GP-LVM
  1 Jul 2013 0 repositories listed
• Supersparse Linear Integer Models for Predictive Scoring Systems
  25 Jun 2013 0 repositories listed
• Auditing: Active Learning with Outcome-Dependent Query Costs
  10 Jun 2013 0 repositories listed
• Efficient Large-Scale Structured Learning
  1 Jun 2013 0 repositories listed
• Rolling Riemannian Manifolds to Solve the Multi-class Classification Problem
  1 Jun 2013 0 repositories listed
• Learning from Imprecise and Fuzzy Observations: Data Disambiguation through Generalized Loss Minimization
  3 May 2013 0 repositories listed
• Estimating a sharp convergence bound for randomized ensembles
  4 Mar 2013 0 repositories listed
• Multi-scale Discriminant Saliency with Wavelet-based Hidden Markov Tree Modelling
  31 Jan 2013 0 repositories listed
• Learning as MAP Inference in Discrete Graphical Models
  1 Dec 2012 0 repositories listed
• Multiclass Learning Approaches: A Theoretical Comparison with Implications
  1 Dec 2012 0 repositories listed
• Multiclass Learning with Simplex Coding
  1 Dec 2012 0 repositories listed
• Volume Regularization for Binary Classification
  1 Dec 2012 0 repositories listed
• Reducing statistical time-series problems to binary classification
  22 Oct 2012 0 repositories listed
• Asymptotic Generalization Bound of Fisher's Linear Discriminant Analysis
  15 Aug 2012 0 repositories listed
• Bayesian Optimal Active Search and Surveying
  27 Jun 2012 0 repositories listed
• Generative Maximum Entropy Learning for Multiclass Classification
  3 May 2012 0 repositories listed
• Classification approach based on association rules mining for unbalanced data
  24 Feb 2012 0 repositories listed
• An Exact Algorithm for F-Measure Maximization
  1 Dec 2011 0 repositories listed
• Collective Classification of Textual Documents by Guided Self-Organization in T-Cell Cross-Regulation Dynamics
  4 Feb 2011 0 repositories listed
• Survey & Experiment: Towards the Learning Accuracy
  18 Dec 2010 0 repositories listed
• Direct Loss Minimization for Structured Prediction
  1 Dec 2010 0 repositories listed
• Online Classification with Specificity Constraints
  1 Dec 2010 0 repositories listed
• The Offset Tree for Learning with Partial Labels
  21 Dec 2008 0 repositories listed
• Support Vector Machines with a Reject Option
  1 Dec 2008 0 repositories listed
• Tighter Bounds for Structured Estimation
  1 Dec 2008 0 repositories listed