Browse State-of-the-Art › Binary Classification › Papers, page 21

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 21 of 26: papers 2,001 to 2,100 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.

• Fair Classification via Unconstrained Optimization
  21 May 2020 0 repositories listed
• DisCoveR: Accurate & Efficient Discovery of Declarative Process Models
  20 May 2020 0 repositories listed
• Classification of Spam Emails through Hierarchical Clustering and Supervised Learning
  18 May 2020 0 repositories listed
• Classification of Visual Perception and Imagery based EEG Signals Using Convolutional Neural Networks
  15 May 2020 0 repositories listed
• On Learnability under General Stochastic Processes
  15 May 2020 0 repositories listed
• Evolved Explainable Classifications for Lymph Node Metastases
  14 May 2020 0 repositories listed
• Target-Speaker Voice Activity Detection: a Novel Approach for Multi-Speaker Diarization in a Dinner Party Scenario
  14 May 2020 0 repositories listed
• Training conformal predictors
  14 May 2020 0 repositories listed
• Semi-supervised lung nodule retrieval
  4 May 2020 0 repositories listed
• Practical Perspectives on Quality Estimation for Machine Translation
  2 May 2020 0 repositories listed
• Automated Discovery of Mathematical Definitions in Text
  1 May 2020 0 repositories listed
• CompLex --- A New Corpus for Lexical Complexity Prediction from Likert Scale Data
  1 May 2020 0 repositories listed
• Detection of Reading Absorption in User-Generated Book Reviews: Resources Creation and Evaluation
  1 May 2020 0 repositories listed
• Disambiguating Confusion Sets as an Aid for Dyslexic Spelling
  1 May 2020 0 repositories listed
• Discrepancy Ratio: Evaluating Model Performance When Even Experts Disagree on the Truth
  1 May 2020 0 repositories listed
• Implementation of Supervised Training Approaches for Monolingual Word Sense Alignment: ACDH-CH System Description for the MWSA Shared Task at GlobaLex 2020
  1 May 2020 0 repositories listed
• Implicit Bias of Gradient Descent based Adversarial Training on Separable Data
  1 May 2020 0 repositories listed
• Scmhl5 at TRAC-2 Shared Task on Aggression Identification: Bert Based Ensemble Learning Approach
  1 May 2020 0 repositories listed
• Nonparallel Hyperplane Classifiers for Multi-category Classification
  16 Apr 2020 0 repositories listed
• A New Intrusion Detection System using the Improved Dendritic Cell Algorithm
  15 Apr 2020 0 repositories listed
• Combined Cleaning and Resampling Algorithm for Multi-Class Imbalanced Data with Label Noise
  7 Apr 2020 0 repositories listed
• Decomposing Word Embedding with the Capsule Network
  7 Apr 2020 0 repositories listed
• A generalised OMP algorithm for feature selection with application to gene expression data
  1 Apr 2020 0 repositories listed
• Fully-Corrective Gradient Boosting with Squared Hinge: Fast Learning Rates and Early Stopping
  1 Apr 2020 0 repositories listed
• Automated Methods for Detection and Classification Pneumonia based on X-Ray Images Using Deep Learning
  31 Mar 2020 0 repositories listed
• Optimising HEP parameter fits via Monte Carlo weight derivative regression
  28 Mar 2020 0 repositories listed
• Robust Classification of High-Dimensional Spectroscopy Data Using Deep Learning and Data Synthesis
  26 Mar 2020 0 repositories listed
• A termination criterion for stochastic gradient descent for binary classification
  23 Mar 2020 0 repositories listed
• Multi-Class classification of vulnerabilities in Smart Contracts using AWD-LSTM, with pre-trained encoder inspired from natural language processing
  21 Mar 2020 0 repositories listed
• Diagnosis of Diabetic Retinopathy in Ethiopia: Before the Deep Learning based Automation
  20 Mar 2020 0 repositories listed
• Quality Control of Neuron Reconstruction Based on Deep Learning
  19 Mar 2020 0 repositories listed
• Adapting Deep Learning Methods for Mental Health Prediction on Social Media
  17 Mar 2020 0 repositories listed
• TF-IDFC-RF: A Novel Supervised Term Weighting Scheme
  12 Mar 2020 0 repositories listed
• Fairness by Explicability and Adversarial SHAP Learning
  11 Mar 2020 0 repositories listed
• AI outperformed every dermatologist: Improved dermoscopic melanoma diagnosis through customizing batch logic and loss function in an optimized Deep CNN architecture
  5 Mar 2020 0 repositories listed
• Learning from Positive and Unlabeled Data by Identifying the Annotation Process
  2 Mar 2020 0 repositories listed
• UKARA 1.0 Challenge Track 1: Automatic Short-Answer Scoring in Bahasa Indonesia
  28 Feb 2020 0 repositories listed
• Comparison of Multi-Class and Binary Classification Machine Learning Models in Identifying Strong Gravitational Lenses
  27 Feb 2020 0 repositories listed
• General Framework for Binary Classification on Top Samples
  25 Feb 2020 0 repositories listed
• Using Distributional Thesaurus Embedding for Co-hyponymy Detection
  24 Feb 2020 0 repositories listed
• Learning Optimal Classification Trees: Strong Max-Flow Formulations
  21 Feb 2020 0 repositories listed
• Optical detection of Aflatoxins B in grained almonds using fluorescence spectroscopy and machine learning algorithms
  20 Feb 2020 0 repositories listed
• Deep Learning of Movement Intent and Reaction Time for EEG-informed Adaptation of Rehabilitation Robots
  18 Feb 2020 0 repositories listed
• Convex Fairness Constrained Model Using Causal Effect Estimators
  16 Feb 2020 0 repositories listed
• Imbalanced classification: a paradigm-based review
  11 Feb 2020 0 repositories listed
• Optimal Transfer Learning Model for Binary Classification of Funduscopic Images through Simple Heuristics
  11 Feb 2020 0 repositories listed
• 1-D Convlutional Neural Networks for the Analysis of Pupil Size Variations in Scotopic Conditions
  6 Feb 2020 0 repositories listed
• Modeling Engagement in Long-Term, In-Home Socially Assistive Robot Interventions for Children with Autism Spectrum Disorders
  6 Feb 2020 0 repositories listed
• Online Passive-Aggressive Total-Error-Rate Minimization
  5 Feb 2020 0 repositories listed
• A study on the role of subsidiary information in replay attack spoofing detection
  31 Jan 2020 0 repositories listed
• Binary Classification with XOR Queries: Fundamental Limits and An Efficient Algorithm
  31 Jan 2020 0 repositories listed
• Analytic Study of Double Descent in Binary Classification: The Impact of Loss
  30 Jan 2020 0 repositories listed
• Binary Classification from Positive Data with Skewed Confidence
  29 Jan 2020 0 repositories listed
• A Classification-Based Approach to Semi-Supervised Clustering with Pairwise Constraints
  18 Jan 2020 0 repositories listed
• Cluster-based Zero-shot learning for multivariate data
  16 Jan 2020 0 repositories listed
• Backward Feature Correction: How Deep Learning Performs Deep (Hierarchical) Learning
  13 Jan 2020 0 repositories listed
• Bayesian Semi-supervised Multi-category Classification under Nonparanormality
  11 Jan 2020 0 repositories listed
• Binary and Multitask Classification Model for Dutch Anaphora Resolution: Die/Dat Prediction
  9 Jan 2020 0 repositories listed
• To Transfer or Not to Transfer: Misclassification Attacks Against Transfer Learned Text Classifiers
  8 Jan 2020 0 repositories listed
• μVulDeePecker: A Deep Learning-Based System for Multiclass Vulnerability Detection
  8 Jan 2020 0 repositories listed
• The Performance Analysis of Generalized Margin Maximizers on Separable Data
  1 Jan 2020 0 repositories listed
• Using massive health insurance claims data to predict very high-cost claimants: a machine learning approach
  30 Dec 2019 0 repositories listed
• Characterizing and Detecting Money Laundering Activities on the Bitcoin Network
  27 Dec 2019 0 repositories listed
• Predicting the Outcome of Judicial Decisions made by the European Court of Human Rights
  16 Dec 2019 0 repositories listed
• Support Vector Machine Classifier via L_(0/1) Soft-Margin Loss
  16 Dec 2019 0 repositories listed
• An Approach to Super-Resolution of Sentinel-2 Images Based on Generative Adversarial Networks
  12 Dec 2019 0 repositories listed
• U-Net with spatial pyramid pooling for drusen segmentation in optical coherence tomography
  11 Dec 2019 0 repositories listed
• Classification under local differential privacy
  10 Dec 2019 0 repositories listed
• Inception Architecture and Residual Connections in Classification of Breast Cancer Histology Images
  10 Dec 2019 0 repositories listed
• Robust Deep Graph Based Learning for Binary Classification
  6 Dec 2019 0 repositories listed
• 15 Keypoints Is All You Need
  5 Dec 2019 0 repositories listed
• Adversarial Risk via Optimal Transport and Optimal Couplings
  5 Dec 2019 0 repositories listed
• Make Thunderbolts Less Frightening -- Predicting Extreme Weather Using Deep Learning
  3 Dec 2019 0 repositories listed
• Capacity of the covariance perceptron
  2 Dec 2019 0 repositories listed
• Multiclass Performance Metric Elicitation
  1 Dec 2019 0 repositories listed
• Convolutional neural networks model improvements using demographics and image processing filters on chest x-rays
  30 Nov 2019 0 repositories listed
• Tropical Polynomial Division and Neural Networks
  29 Nov 2019 0 repositories listed
• Distributed estimation of principal support vector machines for sufficient dimension reduction
  28 Nov 2019 0 repositories listed
• Data Augmentation Using Adversarial Training for Construction-Equipment Classification
  27 Nov 2019 0 repositories listed
• Network Intrusion Detection based on LSTM and Feature Embedding
  26 Nov 2019 0 repositories listed
• PAC learning with stable and private predictions
  24 Nov 2019 0 repositories listed
• Spotting insects from satellites: modeling the presence of Culicoides imicola through Deep CNNs
  22 Nov 2019 0 repositories listed
• Investigating Active Learning and Meta-Learning for Iterative Peptide Design
  20 Nov 2019 0 repositories listed
• Towards non-toxic landscapes: Automatic toxic comment detection using DNN
  19 Nov 2019 0 repositories listed
• Attribute noise robust binary classification
  18 Nov 2019 0 repositories listed
• An "outside the box" solution for imbalanced data classification
  16 Nov 2019 0 repositories listed
• Exponential Convergence Rates of Classification Errors on Learning with SGD and Random Features
  13 Nov 2019 0 repositories listed
• Streaming Bayesian Inference for Crowdsourced Classification
  13 Nov 2019 0 repositories listed
• Decoding Imagined Speech and Computer Control using Brain Waves
  8 Nov 2019 0 repositories listed
• Unimodal-uniform Constrained Wasserstein Training for Medical Diagnosis
  3 Nov 2019 0 repositories listed
• Divisive Language and Propaganda Detection using Multi-head Attention Transformers with Deep Learning BERT-based Language Models for Binary Classification
  1 Nov 2019 0 repositories listed
• A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised Learning
  30 Oct 2019 0 repositories listed
• Training Set Effect on Super Resolution for Automated Target Recognition
  29 Oct 2019 0 repositories listed
• Learning Domain Invariant Representations for Child-Adult Classification from Speech
  25 Oct 2019 0 repositories listed
• Semi-Supervised Histology Classification using Deep Multiple Instance Learning and Contrastive Predictive Coding
  23 Oct 2019 0 repositories listed
• Findings of the NLP4IF-2019 Shared Task on Fine-Grained Propaganda Detection
  20 Oct 2019 0 repositories listed
• Data classification by quantum radial basis function networks
  19 Oct 2019 0 repositories listed
• Accelerometer-Based Gait Segmentation: Simultaneously User and Adversary Identification
  11 Oct 2019 0 repositories listed
• Learning from Multiple Corrupted Sources, with Application to Learning from Label Proportions
  10 Oct 2019 0 repositories listed
• Predicting popularity of EV charging infrastructure from GIS data
  6 Oct 2019 0 repositories listed