Browse State-of-the-Art › Binary Classification › Papers, page 22

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 22 of 26: papers 2,101 to 2,200 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.

• Pay Attention: Leveraging Sequence Models to Predict the Useful Life of Batteries
  3 Oct 2019 0 repositories listed
• A Machine Learning framework for Sleeping Cell Detection in a Smart-city IoT Telecommunications Infrastructure
  2 Oct 2019 0 repositories listed
• Reconsidering Analytical Variational Bounds for Output Layers of Deep Networks
  2 Oct 2019 0 repositories listed
• Image Aesthetic Assessment Based on Pairwise Comparison A Unified Approach to Score Regression, Binary Classification, and Personalization
  1 Oct 2019 0 repositories listed
• Tutorial on Implied Posterior Probability for SVMs
  30 Sep 2019 0 repositories listed
• GLA-Net: An Attention Network with Guided Loss for Mismatch Removal
  28 Sep 2019 0 repositories listed
• Classification of Histopathological Biopsy Images Using Ensemble of Deep Learning Networks
  26 Sep 2019 0 repositories listed
• Certified Robustness to Adversarial Label-Flipping Attacks via Randomized Smoothing
  25 Sep 2019 0 repositories listed
• Gaussian Conditional Random Fields for Classification
  25 Sep 2019 0 repositories listed
• How can we generalise learning distributed representations of graphs?
  25 Sep 2019 0 repositories listed
• Learning with Protection: Rejection of Suspicious Samples under Adversarial Environment
  25 Sep 2019 0 repositories listed
• Single Class Universum-SVM
  21 Sep 2019 0 repositories listed
• Discovering Differential Features: Adversarial Learning for Information Credibility Evaluation
  16 Sep 2019 0 repositories listed
• ChOracle: A Unified Statistical Framework for Churn Prediction
  15 Sep 2019 0 repositories listed
• A Note on Posterior Probability Estimation for Classifiers
  12 Sep 2019 0 repositories listed
• Aggregated Hold-Out
  11 Sep 2019 0 repositories listed
• A Classification-Based Approach to Cognate Detection Combining Orthographic and Semantic Similarity Information
  1 Sep 2019 0 repositories listed
• A topic-based sentence representation for extractive text summarization
  1 Sep 2019 0 repositories listed
• Discourse Relation Prediction: Revisiting Word Pairs with Convolutional Networks
  1 Sep 2019 0 repositories listed
• Parallel Sentence Retrieval From Comparable Corpora for Biomedical Text Simplification
  1 Sep 2019 0 repositories listed
• Analysis and classification of heart diseases using heartbeat features and machine learning algorithms
  31 Aug 2019 0 repositories listed
• Deep Learning for Estimating Synaptic Health of Primary Neuronal Cell Culture
  29 Aug 2019 0 repositories listed
• Quadratic Surface Support Vector Machine with L1 Norm Regularization
  22 Aug 2019 0 repositories listed
• FusionNet: Incorporating Shape and Texture for Abnormality Detection in 3D Abdominal CT Scans
  21 Aug 2019 0 repositories listed
• The Partial Response Network: a neural network nomogram
  16 Aug 2019 0 repositories listed
• Resolving challenges in deep learning-based analyses of histopathological images using explanation methods
  15 Aug 2019 0 repositories listed
• Recognition of Ischaemia and Infection in Diabetic Foot Ulcers: Dataset and Techniques
  14 Aug 2019 0 repositories listed
• Towards Linearization Machine Learning Algorithms
  14 Aug 2019 0 repositories listed
• Comparison theorems on large-margin learning
  13 Aug 2019 0 repositories listed
• Local Score Dependent Model Explanation for Time Dependent Covariates
  13 Aug 2019 0 repositories listed
• User independent Emotion Recognition with Residual Signal-Image Network
  10 Aug 2019 0 repositories listed
• A Distraction Score for Watermarks
  9 Aug 2019 0 repositories listed
• Optimal multiclass overfitting by sequence reconstruction from Hamming queries
  8 Aug 2019 0 repositories listed
• Sentiment Analysis of Typhoon Related Tweets using Standard and Bidirectional Recurrent Neural Networks
  3 Aug 2019 0 repositories listed
• Comparative judgments are more consistent than binary classification for labelling word complexity
  1 Aug 2019 0 repositories listed
• GANs 'N Lungs: improving pneumonia prediction
  1 Aug 2019 0 repositories listed
• Learning Joint Acoustic-Phonetic Word Embeddings
  1 Aug 2019 0 repositories listed
• Prudence When Assuming Normality: an advice for machine learning practitioners
  30 Jul 2019 0 repositories listed
• Automated Mammogram Analysis with a Deep Learning Pipeline
  27 Jul 2019 0 repositories listed
• Bayesian Robustness: A Nonasymptotic Viewpoint
  27 Jul 2019 0 repositories listed
• Multi-task Self-Supervised Learning for Human Activity Detection
  27 Jul 2019 0 repositories listed
• Comparing Multi-class, Binary and Hierarchical Machine Learning Classification schemes for variable stars
  18 Jul 2019 0 repositories listed
• More Supervision, Less Computation: Statistical-Computational Tradeoffs in Weakly Supervised Learning
  14 Jul 2019 0 repositories listed
• Learning with precise spike times: A new decoding algorithm for liquid state machines
  13 Jul 2019 0 repositories listed
• Lexicase selection in Learning Classifier Systems
  10 Jul 2019 0 repositories listed
• The stochastic multi-gradient algorithm for multi-objective optimization and its application to supervised machine learning
  10 Jul 2019 0 repositories listed
• Resource-Efficient Wearable Computing for Real-Time Reconfigurable Machine Learning: A Cascading Binary Classification
  7 Jul 2019 0 repositories listed
• Benchmarking unsupervised near-duplicate image detection
  3 Jul 2019 0 repositories listed
• Gathering Cyber Threat Intelligence from Twitter Using Novelty Classification
  3 Jul 2019 0 repositories listed
• Machine Learning based Prediction of Hierarchical Classification of Transposable Elements
  2 Jul 2019 0 repositories listed
• Detecting Adverse Drug Reactions from Biomedical Texts with Neural Networks
  1 Jul 2019 0 repositories listed
• Hierarchical Transfer Learning for Multi-label Text Classification
  1 Jul 2019 0 repositories listed
• Classification of glomerular hypercellularity using convolutional features and support vector machine
  28 Jun 2019 0 repositories listed
• Automatic Hierarchical Classification of Kelps using Deep Residual Features
  26 Jun 2019 0 repositories listed
• Analyzing CART
  24 Jun 2019 0 repositories listed
• A Static Analysis-based Cross-Architecture Performance Prediction Using Machine Learning
  18 Jun 2019 0 repositories listed
• Consistency of semi-supervised learning algorithms on graphs: Probit and one-hot methods
  18 Jun 2019 0 repositories listed
• LTG-Oslo Hierarchical Multi-task Network: The importance of negation for document-level sentiment in Spanish
  18 Jun 2019 0 repositories listed
• Binary Classification using Pairs of Minimum Spanning Trees or N-ary Trees
  14 Jun 2019 0 repositories listed
• Online Active Learning of Reject Option Classifiers
  14 Jun 2019 0 repositories listed
• Inductive Bias of Gradient Descent based Adversarial Training on Separable Data
  7 Jun 2019 0 repositories listed
• From Caesar Cipher to Unsupervised Learning: A New Method for Classifier Parameter Estimation
  6 Jun 2019 0 repositories listed
• Active Learning for Binary Classification with Abstention
  1 Jun 2019 0 repositories listed
• CLPsych2019 Shared Task: Predicting Suicide Risk Level from Reddit Posts on Multiple Forums
  1 Jun 2019 0 repositories listed
• JCTDHS at SemEval-2019 Task 5: Detection of Hate Speech in Tweets using Deep Learning Methods, Character N-gram Features, and Preprocessing Methods
  1 Jun 2019 0 repositories listed
• NLP@UIOWA at SemEval-2019 Task 6: Classifying the Crass using Multi-windowed CNNs
  1 Jun 2019 0 repositories listed
• Orthogonal Decomposition Network for Pixel-Wise Binary Classification
  1 Jun 2019 0 repositories listed
• SC-UPB at the VarDial 2019 Evaluation Campaign: Moldavian vs. Romanian Cross-Dialect Topic Identification
  1 Jun 2019 0 repositories listed
• Spider-Jerusalem at SemEval-2019 Task 4: Hyperpartisan News Detection
  1 Jun 2019 0 repositories listed
• Team Kit Kittredge at SemEval-2019 Task 4: LSTM Voting System
  1 Jun 2019 0 repositories listed
• The R2I_LIS Team Proposes Majority Vote for VarDial's MRC Task
  1 Jun 2019 0 repositories listed
• Optimized Score Transformation for Consistent Fair Classification
  31 May 2019 0 repositories listed
• Deep multi-class learning from label proportions
  30 May 2019 0 repositories listed
• Transient-evoked otoacoustic emission signals predicting outcomes of acute sensorineural hearing loss in patients with Meniere's Disease
  30 May 2019 0 repositories listed
• MaxiMin Active Learning in Overparameterized Model Classes}
  29 May 2019 0 repositories listed
• Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification
  29 May 2019 0 repositories listed
• Zeroth-Order Stochastic Alternating Direction Method of Multipliers for Nonconvex Nonsmooth Optimization
  29 May 2019 0 repositories listed
• Single neuron-based neural networks are as efficient as dense deep neural networks in binary and multi-class recognition problems
  28 May 2019 0 repositories listed
• Best-scored Random Forest Classification
  27 May 2019 0 repositories listed
• On a scalable problem transformation method for multi-label learning
  27 May 2019 0 repositories listed
• Optimizing Shallow Networks for Binary Classification
  24 May 2019 0 repositories listed
• The advantages of multiple classes for reducing overfitting from test set reuse
  24 May 2019 0 repositories listed
• Binary Classification with Bounded Abstention Rate
  23 May 2019 0 repositories listed
• A Non-Intrusive Method of Face Liveness Detection Using Specular Reflection and Local Binary Patterns
  16 May 2019 0 repositories listed
• Adaptive surrogate models for parametric studies
  12 May 2019 0 repositories listed
• Decision Making with Machine Learning and ROC Curves
  5 May 2019 0 repositories listed
• Matrix Product State Based Quantum Classifier
  4 May 2019 0 repositories listed
• An ADMM Based Framework for AutoML Pipeline Configuration
  1 May 2019 0 repositories listed
• Cross-Entropy Loss Leads To Poor Margins
  1 May 2019 0 repositories listed
• Semantic Matching of Documents from Heterogeneous Collections: A Simple and Transparent Method for Practical Applications
  1 May 2019 0 repositories listed
• Encoding Categorical Variables with Conjugate Bayesian Models for WeWork Lead Scoring Engine
  30 Apr 2019 0 repositories listed
• Asymmetric Impurity Functions, Class Weighting, and Optimal Splits for Binary Classification Trees
  29 Apr 2019 0 repositories listed
• Probabilistic Kernel Support Vector Machines
  14 Apr 2019 0 repositories listed
• Deep Learning the EEG Manifold for Phonological Categorization from Active Thoughts
  8 Apr 2019 0 repositories listed
• Processing Tweets for Cybersecurity Threat Awareness
  3 Apr 2019 0 repositories listed
• Learning Affective Correspondence between Music and Image
  30 Mar 2019 0 repositories listed
• Privacy-preserving Active Learning on Sensitive Data for User Intent Classification
  26 Mar 2019 0 repositories listed
• Robustness of Neural Networks to Parameter Quantization
  26 Mar 2019 0 repositories listed
• Exploiting Synthetically Generated Data with Semi-Supervised Learning for Small and Imbalanced Datasets
  24 Mar 2019 0 repositories listed
• Semi-Parametric Uncertainty Bounds for Binary Classification
  23 Mar 2019 0 repositories listed