Browse State-of-the-Art › Binary Classification › Papers, page 24

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 24 of 26: papers 2,301 to 2,400 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.

• Stochastic Gradient Descent with Exponential Convergence Rates of Expected Classification Errors
  14 Jun 2018 0 repositories listed
• Partial AUC Maximization via Nonlinear Scoring Functions
  13 Jun 2018 0 repositories listed
• Logistic Ensemble Models
  12 Jun 2018 0 repositories listed
• Performance Metric Elicitation from Pairwise Classifier Comparisons
  5 Jun 2018 0 repositories listed
• Binary Classification with Karmic, Threshold-Quasi-Concave Metrics
  2 Jun 2018 0 repositories listed
• CAMB at CWI Shared Task 2018: Complex Word Identification with Ensemble-Based Voting
  1 Jun 2018 0 repositories listed
• Deep Learning Architecture for Complex Word Identification
  1 Jun 2018 0 repositories listed
• ECNU at SemEval-2018 Task 3: Exploration on Irony Detection from Tweets via Machine Learning and Deep Learning Methods
  1 Jun 2018 0 repositories listed
• IronyMagnet at SemEval-2018 Task 3: A Siamese network for Irony detection in Social media
  1 Jun 2018 0 repositories listed
• #NonDicevoSulSerio at SemEval-2018 Task 3: Exploiting Emojis and Affective Content for Irony Detection in English Tweets
  1 Jun 2018 0 repositories listed
• Predicting Human Metaphor Paraphrase Judgments with Deep Neural Networks
  1 Jun 2018 0 repositories listed
• Random Decision Syntax Trees at SemEval-2018 Task 3: LSTMs and Sentiment Scores for Irony Detection
  1 Jun 2018 0 repositories listed
• RNN for Affects at SemEval-2018 Task 1: Formulating Affect Identification as a Binary Classification Problem
  1 Jun 2018 0 repositories listed
• SemEval-2018 Task 3: Irony Detection in English Tweets
  1 Jun 2018 0 repositories listed
• SemEval-2018 Task 9: Hypernym Discovery
  1 Jun 2018 0 repositories listed
• Syntactically Aware Neural Architectures for Definition Extraction
  1 Jun 2018 0 repositories listed
• UMD at SemEval-2018 Task 10: Can Word Embeddings Capture Discriminative Attributes?
  1 Jun 2018 0 repositories listed
• The Dynamics of Learning: A Random Matrix Approach
  30 May 2018 0 repositories listed
• Adversarial examples from computational constraints
  25 May 2018 0 repositories listed
• Fake Sentence Detection as a Training Task for Sentence Encoding
  23 May 2018 0 repositories listed
• Adding One Neuron Can Eliminate All Bad Local Minima
  22 May 2018 0 repositories listed
• Minimax Lower Bounds for Cost Sensitive Classification
  20 May 2018 0 repositories listed
• The Logistic Network Lasso
  7 May 2018 0 repositories listed
• Estimating Learnability in the Sublinear Data Regime
  4 May 2018 0 repositories listed
• Risk-Averse Classification
  30 Apr 2018 0 repositories listed
• A Report on the Complex Word Identification Shared Task 2018
  24 Apr 2018 0 repositories listed
• A Deep Convolutional Neural Network for Lung Cancer Diagnostic
  22 Apr 2018 0 repositories listed
• Stability of the Stochastic Gradient Method for an Approximated Large Scale Kernel Machine
  21 Apr 2018 0 repositories listed
• A Univariate Bound of Area Under ROC
  16 Apr 2018 0 repositories listed
• Nonparametric Bayesian label prediction on a large graph using truncated Laplacian regularization
  13 Apr 2018 0 repositories listed
• A plug-in approach to maximising precision at the top and recall at the top
  9 Apr 2018 0 repositories listed
• Learning Deep Models for Face Anti-Spoofing: Binary or Auxiliary Supervision
  29 Mar 2018 0 repositories listed
• Deep Attention Model for Triage of Emergency Department Patients
  28 Mar 2018 0 repositories listed
• UnibucKernel: A kernel-based learning method for complex word identification
  20 Mar 2018 0 repositories listed
• Model-Agnostic Private Learning via Stability
  14 Mar 2018 0 repositories listed
• A Stochastic Semismooth Newton Method for Nonsmooth Nonconvex Optimization
  9 Mar 2018 0 repositories listed
• Online Deep Learning: Growing RBM on the fly
  6 Mar 2018 0 repositories listed
• "You are no Jack Kennedy": On Media Selection of Highlights from Presidential Debates
  23 Feb 2018 0 repositories listed
• Understanding the Loss Surface of Neural Networks for Binary Classification
  19 Feb 2018 0 repositories listed
• Post Selection Inference with Incomplete Maximum Mean Discrepancy Estimator
  17 Feb 2018 0 repositories listed
• Sentence Boundary Detection for French with Subword-Level Information Vectors and Convolutional Neural Networks
  13 Feb 2018 0 repositories listed
• Fast Interactive Image Retrieval using large-scale unlabeled data
  12 Feb 2018 0 repositories listed
• Neyman-Pearson classification: parametrics and sample size requirement
  7 Feb 2018 0 repositories listed
• Online Compact Convexified Factorization Machine
  5 Feb 2018 0 repositories listed
• Greedy Active Learning Algorithm for Logistic Regression Models
  1 Feb 2018 0 repositories listed
• Staff line Removal using Generative Adversarial Networks
  22 Jan 2018 0 repositories listed
• Automatic Detection of Cyberbullying in Social Media Text
  17 Jan 2018 0 repositories listed
• On the Direction of Discrimination: An Information-Theoretic Analysis of Disparate Impact in Machine Learning
  16 Jan 2018 0 repositories listed
• Predicting Chronic Disease Hospitalizations from Electronic Health Records: An Interpretable Classification Approach
  3 Jan 2018 0 repositories listed
• Autoregressive Generative Adversarial Networks
  1 Jan 2018 0 repositories listed
• Adaptive Stochastic Dual Coordinate Ascent for Conditional Random Fields
  22 Dec 2017 0 repositories listed
• Profit Driven Decision Trees for Churn Prediction
  21 Dec 2017 0 repositories listed
• Ensemble Models for Detecting Wikidata Vandalism with Stacking - Team Honeyberry Vandalism Detector at WSDM Cup 2017
  19 Dec 2017 0 repositories listed
• Y-net: 3D intracranial artery segmentation using a convolutional autoencoder
  19 Dec 2017 0 repositories listed
• Exponential convergence of testing error for stochastic gradient methods
  13 Dec 2017 0 repositories listed
• Named Entity Sequence Classification
  6 Dec 2017 0 repositories listed
• A global feature extraction model for the effective computer aided diagnosis of mild cognitive impairment using structural MRI images
  2 Dec 2017 0 repositories listed
• Adversarial Surrogate Losses for Ordinal Regression
  1 Dec 2017 0 repositories listed
• On the importance of normative data in speech-based assessment
  30 Nov 2017 0 repositories listed
• Entropy-difference based stereo error detection
  28 Nov 2017 0 repositories listed
• Predicting Adolescent Suicide Attempts with Neural Networks
  28 Nov 2017 0 repositories listed
• Large Neural Network Based Detection of Apnea, Bradycardia and Desaturation Events
  17 Nov 2017 0 repositories listed
• Automatic detection of stance towards vaccination in online discussion forums
  1 Nov 2017 0 repositories listed
• Calibration of Machine Learning Classifiers for Probability of Default Modelling
  24 Oct 2017 0 repositories listed
• Fishing for Clickbaits in Social Images and Texts with Linguistically-Infused Neural Network Models
  17 Oct 2017 0 repositories listed
• Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in soybean
  12 Oct 2017 0 repositories listed
• Anatomical Pattern Analysis for decoding visual stimuli in human brains
  5 Oct 2017 0 repositories listed
• FSL-BM: Fuzzy Supervised Learning with Binary Meta-Feature for Classification
  26 Sep 2017 0 repositories listed
• Fast semi-supervised discriminant analysis for binary classification of large data-sets
  14 Sep 2017 0 repositories listed
• How Does Knowledge of the AUC Constrain the Set of Possible Ground-truth Labelings?
  7 Sep 2017 0 repositories listed
• Improving Sonar Image Patch Matching via Deep Learning
  7 Sep 2017 0 repositories listed
• Boosting the kernelized shapelets: Theory and algorithms for local features
  5 Sep 2017 0 repositories listed
• Deep Ordinal Ranking for Multi-Category Diagnosis of Alzheimer's Disease using Hippocampal MRI data
  5 Sep 2017 0 repositories listed
• Linking Generative Adversarial Learning and Binary Classification
  5 Sep 2017 0 repositories listed
• Ensembles of Classifiers for Cleaning Web Parallel Corpora and Translation Memories
  1 Sep 2017 0 repositories listed
• Multi-entity sentiment analysis using entity-level feature extraction and word embeddings approach
  1 Sep 2017 0 repositories listed
• GPLAC: Generalizing Vision-Based Robotic Skills using Weakly Labeled Images
  7 Aug 2017 0 repositories listed
• Active Heteroscedastic Regression
  1 Aug 2017 0 repositories listed
• Bayesian Optimization with Tree-structured Dependencies
  1 Aug 2017 0 repositories listed
• Consistency Analysis for Binary Classification Revisited
  1 Aug 2017 0 repositories listed
• Multi-Class Optimal Margin Distribution Machine
  1 Aug 2017 0 repositories listed
• SentiHeros at SemEval-2017 Task 5: An application of Sentiment Analysis on Financial Tweets
  1 Aug 2017 0 repositories listed
• MLBench: How Good Are Machine Learning Clouds for Binary Classification Tasks on Structured Data?
  29 Jul 2017 0 repositories listed
• A Robust Multi-Batch L-BFGS Method for Machine Learning
  26 Jul 2017 0 repositories listed
• Influence of Resampling on Accuracy of Imbalanced Classification
  12 Jul 2017 0 repositories listed
• Underwater object classification using scattering transform of sonar signals
  11 Jul 2017 0 repositories listed
• Estimating the Fundamental Limits is Easier than Achieving the Fundamental Limits
  5 Jul 2017 0 repositories listed
• Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts
  1 Jul 2017 0 repositories listed
• Preference-based performance measures for Time-Domain Global Similarity method
  30 Jun 2017 0 repositories listed
• Feature uncertainty bounding schemes for large robust nonlinear SVM classifiers
  29 Jun 2017 0 repositories listed
• Vision-based Detection of Acoustic Timed Events: a Case Study on Clarinet Note Onsets
  29 Jun 2017 0 repositories listed
• Ensembles of phalanxes across assessment metrics for robust ranking of homologous proteins
  21 Jun 2017 0 repositories listed
• Crowdsourcing with Sparsely Interacting Workers
  20 Jun 2017 0 repositories listed
• Classifying Documents within Multiple Hierarchical Datasets using Multi-Task Learning
  6 Jun 2017 0 repositories listed
• Learning with Average Top-k Loss
  24 May 2017 0 repositories listed
• An Asynchronous Distributed Framework for Large-scale Learning Based on Parameter Exchanges
  22 May 2017 0 repositories listed
• Data-adaptive Active Sampling for Efficient Graph-Cognizant Classification
  19 May 2017 0 repositories listed
• Context-aware stacked convolutional neural networks for classification of breast carcinomas in whole-slide histopathology images
  10 May 2017 0 repositories listed
• Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts
  26 Apr 2017 0 repositories listed
• An All-Pair Quantum SVM Approach for Big Data Multiclass Classification
  25 Apr 2017 0 repositories listed