Browse State-of-the-Art › Binary Classification › Papers, page 17

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 17 of 26: papers 1,601 to 1,700 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.

• ViTransPAD: Video Transformer using convolution and self-attention for Face Presentation Attack Detection
  3 Mar 2022 0 repositories listed
• Image-based material analysis of ancient historical documents
  2 Mar 2022 0 repositories listed
• Co-occurring Diseases Heavily Influence the Performance of Weakly Supervised Learning Models for Classification of Chest CT
  23 Feb 2022 0 repositories listed
• Fairness-Aware Naive Bayes Classifier for Data with Multiple Sensitive Features
  23 Feb 2022 0 repositories listed
• Personalized PPG Normalization based on Subject Heartbeat in Resting State Condition
  23 Feb 2022 0 repositories listed
• Combining Varied Learners for Binary Classification using Stacked Generalization
  17 Feb 2022 0 repositories listed
• Robust SVM Optimization in Banach spaces
  17 Feb 2022 0 repositories listed
• Binary Classification for High Dimensional Data using Supervised Non-Parametric Ensemble Method
  15 Feb 2022 0 repositories listed
• Deep Learning-based Anomaly Detection on X-ray Images of Fuel Cell Electrodes
  15 Feb 2022 0 repositories listed
• Multi-class granular approximation by means of disjoint and adjacent fuzzy granules
  15 Feb 2022 0 repositories listed
• Heterogeneous Calibration: A post-hoc model-agnostic framework for improved generalization
  10 Feb 2022 0 repositories listed
• Loss-guided Stability Selection
  10 Feb 2022 0 repositories listed
• Monotone Learning
  10 Feb 2022 0 repositories listed
• Distribution Embedding Networks for Generalization from a Diverse Set of Classification Tasks
  4 Feb 2022 0 repositories listed
• Normalise for Fairness: A Simple Normalisation Technique for Fairness in Regression Machine Learning Problems
  2 Feb 2022 0 repositories listed
• Studying the Robustness of Anti-adversarial Federated Learning Models Detecting Cyberattacks in IoT Spectrum Sensors
  31 Jan 2022 0 repositories listed
• Hyperparameter Optimization for COVID-19 Chest X-Ray Classification
  26 Jan 2022 0 repositories listed
• Pre-Trained Language Transformers are Universal Image Classifiers
  25 Jan 2022 0 repositories listed
• Uncertainty-aware deep learning methods for robust diabetic retinopathy classification
  22 Jan 2022 0 repositories listed
• Long Short-Term Memory Neural Network for Financial Time Series
  20 Jan 2022 0 repositories listed
• Learning-From-Disagreement: A Model Comparison and Visual Analytics Framework
  19 Jan 2022 0 repositories listed
• Risk bounds for PU learning under Selected At Random assumption
  17 Jan 2022 0 repositories listed
• SigGAN : Adversarial Model for Learning Signed Relationships in Networks
  17 Jan 2022 0 repositories listed
• Transfer Learning for Quantum Classifiers: An Information-Theoretic Generalization Analysis
  17 Jan 2022 0 repositories listed
• Early Diagnosis of Parkinsons Disease by Analyzing Magnetic Resonance Imaging Brain Scans and Patient Characteristics
  12 Jan 2022 0 repositories listed
• Optimizing Prediction of MGMT Promoter Methylation from MRI Scans using Adversarial Learning
  12 Jan 2022 0 repositories listed
• Discriminant Analysis in Contrasting Dimensions for Polycystic Ovary Syndrome Prognostication
  9 Jan 2022 0 repositories listed
• Pseudo-labelling and Meta Reweighting Learning for Image Aesthetic Quality Assessment
  8 Jan 2022 0 repositories listed
• Churn prediction in online gambling
  7 Jan 2022 0 repositories listed
• Learning to be adversarially robust and differentially private
  6 Jan 2022 0 repositories listed
• A Hybrid Quantum-Classical Neural Network Architecture for Binary Classification
  5 Jan 2022 0 repositories listed
• Stain Normalized Breast Histopathology Image Recognition using Convolutional Neural Networks for Cancer Detection
  4 Jan 2022 0 repositories listed
• Calibrating Deep Neural Networks by Pairwise Constraints
  1 Jan 2022 0 repositories listed
• Universal Online Learning with Bounded Loss: Reduction to Binary Classification
  29 Dec 2021 0 repositories listed
• Anomaly Detection using Capsule Networks for High-dimensional Datasets
  27 Dec 2021 0 repositories listed
• ToxTree: descriptor-based machine learning models for both hERG and Nav1.5 cardiotoxicity liability predictions
  27 Dec 2021 0 repositories listed
• The Quantum Version of Prediction for Binary Classification Problem by Ensemble Methods
  26 Dec 2021 0 repositories listed
• Prevalence Threshold and bounds in the Accuracy of Binary Classification Systems
  25 Dec 2021 0 repositories listed
• KGBoost: A Classification-based Knowledge Base Completion Method with Negative Sampling
  17 Dec 2021 0 repositories listed
• ML Supported Predictions for SAT Solvers Performance
  17 Dec 2021 0 repositories listed
• Overview of the HASOC Subtrack at FIRE 2021: Hate Speech and Offensive Content Identification in English and Indo-Aryan Languages
  17 Dec 2021 0 repositories listed
• Forensic Analysis of Synthetically Generated Western Blot Images
  16 Dec 2021 0 repositories listed
• Predicting Defects in Laser Powder Bed Fusion using in-situ Thermal Imaging Data and Machine Learning
  16 Dec 2021 0 repositories listed
• Counterfactual Explanations via Latent Space Projection and Interpolation
  2 Dec 2021 0 repositories listed
• Who will dropout from university? Academic risk prediction based on interpretable machine learning
  2 Dec 2021 0 repositories listed
• Is the use of Deep Learning and Artificial Intelligence an appropriate means to locate debris in the ocean without harming aquatic wildlife?
  1 Dec 2021 0 repositories listed
• Online Active Learning with Surrogate Loss Functions
  1 Dec 2021 0 repositories listed
• Seeking Sinhala Sentiment: Predicting Facebook Reactions of Sinhala Posts
  1 Dec 2021 0 repositories listed
• New PCA-based Category Encoder for Cybersecurity and Processing Data in IoT Devices
  29 Nov 2021 0 repositories listed
• The Geometry of Adversarial Training in Binary Classification
  26 Nov 2021 0 repositories listed
• Differentially Private Nonparametric Regression Under a Growth Condition
  24 Nov 2021 0 repositories listed
• MIO : Mutual Information Optimization using Self-Supervised Binary Contrastive Learning
  24 Nov 2021 0 repositories listed
• On computable learning of continuous features
  24 Nov 2021 0 repositories listed
• Can depth-adaptive BERT perform better on binary classification tasks
  22 Nov 2021 0 repositories listed
• Deep Probability Estimation
  21 Nov 2021 0 repositories listed
• PAC-Learning Uniform Ergodic Communicative Networks
  21 Nov 2021 0 repositories listed
• ConTFV: A Contrastive Learning Framework for Table-based Fact Verification
  16 Nov 2021 0 repositories listed
• HateBR: Large expert annotated corpus of Brazilian Instagram comments for abusive language detection
  16 Nov 2021 0 repositories listed
• Margin-Independent Online Multiclass Learning via Convex Geometry
  15 Nov 2021 0 repositories listed
• Adaptive Cost-Sensitive Learning in Neural Networks for Misclassification Cost Problems
  14 Nov 2021 0 repositories listed
• Binary classification of spoken words with passive phononic metamaterials
  14 Nov 2021 0 repositories listed
• HMD-AMP: Protein Language-Powered Hierarchical Multi-label Deep Forest for Annotating Antimicrobial Peptides
  11 Nov 2021 0 repositories listed
• GROWL: Group Detection With Link Prediction
  8 Nov 2021 0 repositories listed
• New Hard-thresholding Rules based on Data Splitting in High-dimensional Imbalanced Classification
  5 Nov 2021 0 repositories listed
• Neural Network Based Epileptic EEG Detection and Classification
  5 Nov 2021 0 repositories listed
• A Comparative Study of Speaker Role Identification in Air Traffic Communication Using Deep Learning Approaches
  3 Nov 2021 0 repositories listed
• A new method for binary classification of proteins with Machine Learning
  3 Nov 2021 0 repositories listed
• Binary classification of proteins by a Machine Learning approach
  3 Nov 2021 0 repositories listed
• Detection of Hate Speech using BERT and Hate Speech Word Embedding with Deep Model
  2 Nov 2021 0 repositories listed
• CVAE-based Re-anchoring for Implicit Discourse Relation Classification
  1 Nov 2021 0 repositories listed
• Effectively Leveraging BERT for Legal Document Classification
  1 Nov 2021 0 repositories listed
• Knowledge-Guided Paraphrase Identification
  1 Nov 2021 0 repositories listed
• Unintended Selection: Persistent Qualification Rate Disparities and Interventions
  1 Nov 2021 0 repositories listed
• Convergence of Uncertainty Sampling for Active Learning
  29 Oct 2021 0 repositories listed
• Transformer Ensembles for Sexism Detection
  29 Oct 2021 0 repositories listed
• Selective Sampling for Online Best-arm Identification
  28 Oct 2021 0 repositories listed
• Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural Networks
  26 Oct 2021 0 repositories listed
• Iterative Rule Extension for Logic Analysis of Data: an MILP-based heuristic to derive interpretable binary classification from large datasets
  25 Oct 2021 0 repositories listed
• ML-Based Analysis to Identify Speech Features Relevant in Predicting Alzheimer's Disease
  25 Oct 2021 0 repositories listed
• Medical Knowledge-Guided Deep Curriculum Learning for Elbow Fracture Diagnosis from X-Ray Images
  20 Oct 2021 0 repositories listed
• Eigenbehaviour as an Indicator of Cognitive Abilities
  18 Oct 2021 0 repositories listed
• Estimating the Arc Length of the Optimal ROC Curve and Lower Bounding the Maximal AUC
  18 Oct 2021 0 repositories listed
• ETF Risk Models
  14 Oct 2021 0 repositories listed
• Resource-constrained Federated Edge Learning with Heterogeneous Data: Formulation and Analysis
  14 Oct 2021 0 repositories listed
• Tradeoffs in Streaming Binary Classification under Limited Inspection Resources
  5 Oct 2021 0 repositories listed
• An Experimental Evaluation on Deepfake Detection using Deep Face Recognition
  4 Oct 2021 0 repositories listed
• Introducing the DOME Activation Functions
  30 Sep 2021 0 repositories listed
• A gradient-based variable selection for binary classification in reproducing kernel Hilbert space
  29 Sep 2021 0 repositories listed
• Apple Tasting Revisited: Bayesian Approaches to Partially Monitored Online Binary Classification
  29 Sep 2021 0 repositories listed
• Fundamental Limits of Transfer Learning in Binary Classifications
  29 Sep 2021 0 repositories listed
• Multi-Task Distribution Learning
  29 Sep 2021 0 repositories listed
• Scaling Densities For Improved Density Ratio Estimation
  29 Sep 2021 0 repositories listed
• Synthetic Reduced Nearest Neighbor Model for Regression
  29 Sep 2021 0 repositories listed
• IRMAC: Interpretable Refined Motifs in Binary Classification for Smart Grid Applications
  23 Sep 2021 0 repositories listed
• Assessing clinical utility of Machine Learning and Artificial Intelligence approaches to analyze speech recordings in Multiple Sclerosis: A Pilot Study
  20 Sep 2021 0 repositories listed
• Learning to Rank Anomalies: Scalar Performance Criteria and Maximization of Two-Sample Rank Statistics
  20 Sep 2021 0 repositories listed
• Prediction of severe thunderstorm events with ensemble deep learning and radar data
  20 Sep 2021 0 repositories listed
• The Report on China-Spain Joint Clinical Testing for Rapid COVID-19 Risk Screening by Eye-region Manifestations
  18 Sep 2021 0 repositories listed
• Violence Detection in Videos
  18 Sep 2021 0 repositories listed
• Utterance-level neural confidence measure for end-to-end children speech recognition
  16 Sep 2021 0 repositories listed