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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 25 of 26: papers 2,401 to 2,500 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.

• Partial Face Detection in the Mobile Domain
  7 Apr 2017 0 repositories listed
• A Computational Approach to Relative Aesthetics
  5 Apr 2017 0 repositories listed
• A Multi-task Approach to Predict Likability of Books
  1 Apr 2017 0 repositories listed
• Learning Similarity Functions for Pronunciation Variations
  28 Mar 2017 0 repositories listed
• Uncertainty quantification in graph-based classification of high dimensional data
  26 Mar 2017 0 repositories listed
• Linear classifier design under heteroscedasticity in Linear Discriminant Analysis
  24 Mar 2017 0 repositories listed
• Random Forests and VGG-NET: An Algorithm for the ISIC 2017 Skin Lesion Classification Challenge
  15 Mar 2017 0 repositories listed
• Don't Fear the Bit Flips: Optimized Coding Strategies for Binary Classification
  8 Mar 2017 0 repositories listed
• Learning rates for classification with Gaussian kernels
  28 Feb 2017 0 repositories listed
• A Modified Construction for a Support Vector Classifier to Accommodate Class Imbalances
  8 Feb 2017 0 repositories listed
• Weakly Supervised Classification in High Energy Physics
  1 Feb 2017 0 repositories listed
• On Reject and Refine Options in Multicategory Classification
  9 Jan 2017 0 repositories listed
• Classification and Learning-to-rank Approaches for Cross-Device Matching at CIKM Cup 2016
  20 Dec 2016 0 repositories listed
• Neural networks based EEG-Speech Models
  16 Dec 2016 0 repositories listed
• Design of Data-Driven Mathematical Laws for Optimal Statistical Classification Systems
  12 Dec 2016 0 repositories listed
• Nonparametric Bayesian label prediction on a graph
  6 Dec 2016 0 repositories listed
• A temporal model for multiple sclerosis course evolution
  2 Dec 2016 0 repositories listed
• Adverse Drug Reaction Classification With Deep Neural Networks
  1 Dec 2016 0 repositories listed
• Boosting with Abstention
  1 Dec 2016 0 repositories listed
• CogALex-V Shared Task: GHHH - Detecting Semantic Relations via Word Embeddings
  1 Dec 2016 0 repositories listed
• Selective Annotation of Sentence Parts: Identification of Relevant Sub-sentential Units
  1 Dec 2016 0 repositories listed
• Supervised learning through the lens of compression
  1 Dec 2016 0 repositories listed
• Exploiting Unlabeled Data for Neural Grammatical Error Detection
  28 Nov 2016 0 repositories listed
• What Can Be Predicted from Six Seconds of Driver Glances?
  26 Nov 2016 0 repositories listed
• Scalable Approximations for Generalized Linear Problems
  21 Nov 2016 0 repositories listed
• Why comparing survival curves between two subgroups may be misleading
  4 Nov 2016 0 repositories listed
• Online Classification with Complex Metrics
  23 Oct 2016 0 repositories listed
• On statistical learning via the lens of compression
  12 Oct 2016 0 repositories listed
• Binary classification of multi-channel EEG records based on the ε-complexity of continuous vector functions
  5 Oct 2016 0 repositories listed
• Sequential Ensemble Learning for Outlier Detection: A Bias-Variance Perspective
  18 Sep 2016 0 repositories listed
• Very Simple Classifier: a Concept Binary Classifier toInvestigate Features Based on Subsampling and Localility
  14 Sep 2016 0 repositories listed
• Earthquake magnitude prediction in Hindukush region using machine learning techniques
  8 Sep 2016 0 repositories listed
• A Probabilistic Optimum-Path Forest Classifier for Binary Classification Problems
  4 Sep 2016 0 repositories listed
• Decoding visual stimuli in human brain by using Anatomical Pattern Analysis on fMRI images
  4 Sep 2016 0 repositories listed
• The Landscape of Empirical Risk for Non-convex Losses
  22 Jul 2016 0 repositories listed
• A Multi-task Deep Network for Person Re-identification
  19 Jul 2016 0 repositories listed
• Stochastic Quasi-Newton Methods for Nonconvex Stochastic Optimization
  5 Jul 2016 0 repositories listed
• A new analytical approach to consistency and overfitting in regularized empirical risk minimization
  1 Jul 2016 0 repositories listed
• Symmetric and antisymmetric properties of solutions to kernel-based machine learning problems
  27 Jun 2016 0 repositories listed
• NN-grams: Unifying neural network and n-gram language models for Speech Recognition
  23 Jun 2016 0 repositories listed
• Holistic Features For Real-Time Crowd Behaviour Anomaly Detection
  16 Jun 2016 0 repositories listed
• Logarithmic Time One-Against-Some
  15 Jun 2016 0 repositories listed
• Multiple birth least squares support vector machine for multi-class classification
  10 Jun 2016 0 repositories listed
• Contour Detection in Unstructured 3D Point Clouds
  1 Jun 2016 0 repositories listed
• On the equivalence between Kolmogorov-Smirnov and ROC curve metrics for binary classification
  1 Jun 2016 0 repositories listed
• Ordinal Regression With Multiple Output CNN for Age Estimation
  1 Jun 2016 0 repositories listed
• UTU at SemEval-2016 Task 10: Binary Classification for Expression Detection (BCED)
  1 Jun 2016 0 repositories listed
• Automatic TM Cleaning through MT and POS Tagging: Autodesk's Submission to the NLP4TM 2016 Shared Task
  19 May 2016 0 repositories listed
• Affective Lexicon Creation for the Greek Language
  1 May 2016 0 repositories listed
• A New Approach in Persian Handwritten Letters Recognition Using Error Correcting Output Coding
  26 Apr 2016 0 repositories listed
• Scalable Gaussian Processes for Supervised Hashing
  25 Apr 2016 0 repositories listed
• Reverse Engineering and Symbolic Knowledge Extraction on Łukasiewicz Fuzzy Logics using Linear Neural Networks
  11 Apr 2016 0 repositories listed
• A generalized flow for multi-class and binary classification tasks: An Azure ML approach
  26 Mar 2016 0 repositories listed
• A Streaming Algorithm for Crowdsourced Data Classification
  23 Feb 2016 0 repositories listed
• Minimax Lower Bounds for Realizable Transductive Classification
  9 Feb 2016 0 repositories listed
• Interactive algorithms: from pool to stream
  2 Feb 2016 0 repositories listed
• Some Experimental Issues in Financial Fraud Detection: An Investigation
  6 Jan 2016 0 repositories listed
• The Utility of Abstaining in Binary Classification
  26 Dec 2015 0 repositories listed
• Convergence rates of sub-sampled Newton methods
  1 Dec 2015 0 repositories listed
• Fast Classification Rates for High-dimensional Gaussian Generative Models
  1 Dec 2015 0 repositories listed
• Learning a Descriptor-Specific 3D Keypoint Detector
  1 Dec 2015 0 repositories listed
• Predtron: A Family of Online Algorithms for General Prediction Problems
  1 Dec 2015 0 repositories listed
• Exploring Correlation between Labels to improve Multi-Label Classification
  25 Nov 2015 0 repositories listed
• Binary Classifier Calibration using an Ensemble of Near Isotonic Regression Models
  16 Nov 2015 0 repositories listed
• Handling Class Imbalance in Link Prediction using Learning to Rank Techniques
  13 Nov 2015 0 repositories listed
• Discovery Radiomics via StochasticNet Sequencers for Cancer Detection
  11 Nov 2015 0 repositories listed
• Performance Analysis of Multiclass Support Vector Machine Classification for Diagnosis of Coronary Heart Diseases
  7 Nov 2015 0 repositories listed
• Discrete Rényi Classifiers
  5 Nov 2015 0 repositories listed
• A 'Gibbs-Newton' Technique for Enhanced Inference of Multivariate Polya Parameters and Topic Models
  22 Oct 2015 0 repositories listed
• Transductive Optimization of Top k Precision
  20 Oct 2015 0 repositories listed
• Functional Frank-Wolfe Boosting for General Loss Functions
  9 Oct 2015 0 repositories listed
• The Knowledge Gradient with Logistic Belief Models for Binary Classification
  8 Oct 2015 0 repositories listed
• Boosting in the presence of outliers: adaptive classification with non-convex loss functions
  5 Oct 2015 0 repositories listed
• Supersizing Self-supervision: Learning to Grasp from 50K Tries and 700 Robot Hours
  23 Sep 2015 0 repositories listed
• On Binary Classification with Single-Layer Convolutional Neural Networks
  13 Sep 2015 0 repositories listed
• Neyman-Pearson Classification under High-Dimensional Settings
  13 Aug 2015 0 repositories listed
• ALEVS: Active Learning by Statistical Leverage Sampling
  15 Jul 2015 0 repositories listed
• Detecting single-trial EEG evoked potential using a wavelet domain linear mixed model: application to error potentials classification
  25 Jun 2015 0 repositories listed
• On the Interpretability of Conditional Probability Estimates in the Agnostic Setting
  9 Jun 2015 0 repositories listed
• Convergence Rates of Active Learning for Maximum Likelihood Estimation
  8 Jun 2015 0 repositories listed
• Exploiting an Oracle that Reports AUC Scores in Machine Learning Contests
  3 Jun 2015 0 repositories listed
• Some Open Problems in Optimal AdaBoost and Decision Stumps
  26 May 2015 0 repositories listed
• Diffusion Methods for Classification with Pairwise Relationships
  22 May 2015 0 repositories listed
• On the relation between accuracy and fairness in binary classification
  21 May 2015 0 repositories listed
• Fuzzy Least Squares Twin Support Vector Machines
  20 May 2015 0 repositories listed
• An Analysis of Active Learning With Uniform Feature Noise
  15 May 2015 0 repositories listed
• Optimal Decision-Theoretic Classification Using Non-Decomposable Performance Metrics
  7 May 2015 0 repositories listed
• Surrogate regret bounds for generalized classification performance metrics
  27 Apr 2015 0 repositories listed
• Exploring Lexical, Syntactic, and Semantic Features for Chinese Textual Entailment in NTCIR RITE Evaluation Tasks
  8 Apr 2015 0 repositories listed
• Active Model Aggregation via Stochastic Mirror Descent
  28 Mar 2015 0 repositories listed
• Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm
  28 Mar 2015 0 repositories listed
• Multi-Labeled Classification of Demographic Attributes of Patients: a case study of diabetics patients
  26 Mar 2015 0 repositories listed
• On the Predictive Properties of Binary Link Functions
  16 Feb 2015 0 repositories listed
• Learning Invariants using Decision Trees
  20 Jan 2015 0 repositories listed
• Communication-Efficient Distributed Optimization of Self-Concordant Empirical Loss
  1 Jan 2015 0 repositories listed
• Exploring Sparsity in Multi-class Linear Discriminant Analysis
  26 Dec 2014 0 repositories listed
• Empirically Estimable Classification Bounds Based on a New Divergence Measure
  19 Dec 2014 0 repositories listed
• Multiobjective Optimization of Classifiers by Means of 3-D Convex Hull Based Evolutionary Algorithm
  18 Dec 2014 0 repositories listed
• Accurate Streaming Support Vector Machines
  8 Dec 2014 0 repositories listed
• Consistent optimization of AMS by logistic loss minimization
  5 Dec 2014 0 repositories listed