Browse State-of-the-Art › Binary Classification › Papers, page 19

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 19 of 26: papers 1,801 to 1,900 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.

• Morphological classification of astronomical images with limited labelling
  27 Apr 2021 0 repositories listed
• Machine Learning Approaches for Binary Classification to Discover Liver Diseases using Clinical Data
  25 Apr 2021 0 repositories listed
• Achieving Small Test Error in Mildly Overparameterized Neural Networks
  24 Apr 2021 0 repositories listed
• Analysing Cyberbullying using Natural Language Processing by Understanding Jargon in Social Media
  23 Apr 2021 0 repositories listed
• Machine vision detection to daily facial fatigue with a nonlocal 3D attention network
  21 Apr 2021 0 repositories listed
• Speech based Depression Severity Level Classification Using a Multi-Stage Dilated CNN-LSTM Model
  9 Apr 2021 0 repositories listed
• Machine Learning Based on Natural Language Processing to Detect Cardiac Failure in Clinical Narratives
  8 Apr 2021 0 repositories listed
• Nanosecond machine learning event classification with boosted decision trees in FPGA for high energy physics
  7 Apr 2021 0 repositories listed
• Siamese Neural Network with Joint Bayesian Model Structure for Speaker Verification
  7 Apr 2021 0 repositories listed
• Three-class Overlapped Speech Detection using a Convolutional Recurrent Neural Network
  7 Apr 2021 0 repositories listed
• Robust Adversarial Classification via Abstaining
  6 Apr 2021 0 repositories listed
• A surrogate loss function for optimization of Fᵦ score in binary classification with imbalanced data
  3 Apr 2021 0 repositories listed
• Sparse Universum Quadratic Surface Support Vector Machine Models for Binary Classification
  3 Apr 2021 0 repositories listed
• TAPAS at SemEval-2021 Task 9: Reasoning over tables with intermediate pre-training
  2 Apr 2021 0 repositories listed
• Distributed support-vector-machine over dynamic balanced directed networks
  1 Apr 2021 0 repositories listed
• Related Named Entities Classification in the Economic-Financial Context
  1 Apr 2021 0 repositories listed
• Reliable Detection of Compressed and Encrypted Data
  31 Mar 2021 0 repositories listed
• CyberLearning: Effectiveness Analysis of Machine Learning Security Modeling to Detect Cyber-Anomalies and Multi-Attacks
  28 Mar 2021 0 repositories listed
• HateBR: A Large Expert Annotated Corpus of Brazilian Instagram Comments for Offensive Language and Hate Speech Detection
  27 Mar 2021 0 repositories listed
• Fully Automated 2D and 3D Convolutional Neural Networks Pipeline for Video Segmentation and Myocardial Infarction Detection in Echocardiography
  26 Mar 2021 0 repositories listed
• Binary disease prediction using tail quantiles of the distribution of continuous biomarkers
  23 Mar 2021 0 repositories listed
• The Success of AdaBoost and Its Application in Portfolio Management
  23 Mar 2021 0 repositories listed
• A Link between Coding Theory and Cross-Validation with Applications
  22 Mar 2021 0 repositories listed
• Learning to increase matching efficiency in identifying additional b-jets in the tt̅bb̅ process
  16 Mar 2021 0 repositories listed
• Direct Symbol Decoding using GA-SVM in Chaotic Baseband Wireless Communication System
  15 Mar 2021 0 repositories listed
• BrainNetGAN: Data augmentation of brain connectivity using generative adversarial network for dementia classification
  10 Mar 2021 0 repositories listed
• Mining Program Properties From Neural Networks Trained on Source Code Embeddings
  9 Mar 2021 0 repositories listed
• Exact Distribution-Free Hypothesis Tests for the Regression Function of Binary Classification via Conditional Kernel Mean Embeddings
  8 Mar 2021 0 repositories listed
• Automatic Difficulty Classification of Arabic Sentences
  7 Mar 2021 0 repositories listed
• Fine-Grained Off-Road Semantic Segmentation and Mapping via Contrastive Learning
  5 Mar 2021 0 repositories listed
• Bad and good errors: value-weighted skill scores in deep ensemble learning
  4 Mar 2021 0 repositories listed
• Prostate Tissue Grading with Deep Quantum Measurement Ordinal Regression
  4 Mar 2021 0 repositories listed
• A-DeepPixBis: Attentional Angular Margin for Face Anti-Spoofing
  1 Mar 2021 0 repositories listed
• A Minimax Probability Machine for Non-Decomposable Performance Measures
  28 Feb 2021 0 repositories listed
• BERT-based Acronym Disambiguation with Multiple Training Strategies
  25 Feb 2021 0 repositories listed
• The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates
  24 Feb 2021 0 repositories listed
• Automated Quality Assessment of Cognitive Behavioral Therapy Sessions Through Highly Contextualized Language Representations
  23 Feb 2021 0 repositories listed
• Learning High-Order Interactions via Targeted Pattern Search
  23 Feb 2021 0 repositories listed
• Approximate Knowledge Graph Query Answering: From Ranking to Binary Classification
  22 Feb 2021 0 repositories listed
• Link Prediction Approach to Recommender Systems
  18 Feb 2021 0 repositories listed
• Data-Driven Logistic Regression Ensembles With Applications in Genomics
  17 Feb 2021 0 repositories listed
• A generalized quadratic loss for SVM and Deep Neural Networks
  15 Feb 2021 0 repositories listed
• Don't Just Blame Over-parametrization for Over-confidence: Theoretical Analysis of Calibration in Binary Classification
  15 Feb 2021 0 repositories listed
• Sample Efficient Subspace-based Representations for Nonlinear Meta-Learning
  14 Feb 2021 0 repositories listed
• Fairness Through Regularization for Learning to Rank
  11 Feb 2021 0 repositories listed
• Faster Maximum Feasible Subsystem Solutions for Dense Constraint Matrices
  10 Feb 2021 0 repositories listed
• A Novel Approach for Classification and Forecasting of Time Series in Particle Accelerators
  1 Feb 2021 0 repositories listed
• Fast rates in structured prediction
  1 Feb 2021 0 repositories listed
• A Petri Dish for Histopathology Image Analysis
  29 Jan 2021 0 repositories listed
• Classification of fNIRS Data Under Uncertainty: A Bayesian Neural Network Approach
  18 Jan 2021 0 repositories listed
• Fundamental Tradeoffs in Distributionally Adversarial Training
  15 Jan 2021 0 repositories listed
• Walk in Wild: An Ensemble Approach for Hostility Detection in Hindi Posts
  15 Jan 2021 0 repositories listed
• TUDublin team at Constraint@AAAI2021 -- COVID19 Fake News Detection
  14 Jan 2021 0 repositories listed
• Deep Adversarial Inconsistent Cognitive Sampling for Multi-view Progressive Subspace Clustering
  11 Jan 2021 0 repositories listed
• An Experimental Analysis of Attack Classification Using Machine Learning in IoT Networks
  10 Jan 2021 0 repositories listed
• Task Adaptive Pretraining of Transformers for Hostility Detection
  9 Jan 2021 0 repositories listed
• A Symmetric Loss Perspective of Reliable Machine Learning
  5 Jan 2021 0 repositories listed
• Anomaly Recognition from surveillance videos using 3D Convolutional Neural Networks
  4 Jan 2021 0 repositories listed
• Adaptive Curriculum Learning
  1 Jan 2021 0 repositories listed
• AE-SMOTE: A Multi-Modal Minority Oversampling Framework
  1 Jan 2021 0 repositories listed
• Analysing Features Learned Using Unsupervised Models on Program Embeddings
  1 Jan 2021 0 repositories listed
• AUL is a better optimization metric in PU learning
  1 Jan 2021 0 repositories listed
• Distribution Embedding Network for Meta-Learning with Variable-Length Input
  1 Jan 2021 0 repositories listed
• Improving Sequence Generative Adversarial Networks with Feature Statistics Alignment
  1 Jan 2021 0 repositories listed
• Learning One-hidden-layer Neural Networks on Gaussian Mixture Models with Guaranteed Generalizability
  1 Jan 2021 0 repositories listed
• Minimum Excess Risk in Bayesian Learning
  29 Dec 2020 0 repositories listed
• Comparison of Privacy-Preserving Distributed Deep Learning Methods in Healthcare
  23 Dec 2020 0 repositories listed
• Universal Approximation Properties for an ODENet and a ResNet: Mathematical Analysis and Numerical Experiments
  22 Dec 2020 0 repositories listed
• Binary Classification Tests, Imperfect Standards, and Ambiguous Information
  21 Dec 2020 0 repositories listed
• Unsupervised Anomaly Detectors to Detect Intrusions in the Current Threat Landscape
  21 Dec 2020 0 repositories listed
• Automatic detection of abnormal EEG signals using wavelet feature extraction and gradient boosting decision tree
  18 Dec 2020 0 repositories listed
• Five Psycholinguistic Characteristics for Better Interaction with Users
  17 Dec 2020 0 repositories listed
• A new interval-based aggregation approach based on bagging and Interval Agreement Approach (IAA) in ensemble learning
  15 Dec 2020 0 repositories listed
• Price Suggestion for Online Second-hand Items with Texts and Images
  10 Dec 2020 0 repositories listed
• Vision-based Price Suggestion for Online Second-hand Items
  10 Dec 2020 0 repositories listed
• Enhancing Parameter-Free Frank Wolfe with an Extra Subproblem
  9 Dec 2020 0 repositories listed
• Grammar-aware sentence classification on quantum computers
  7 Dec 2020 0 repositories listed
• Meta Ordinal Regression Forest For Learning with Unsure Lung Nodules
  7 Dec 2020 0 repositories listed
• Financial Document Causality Detection Shared Task (FinCausal 2020)
  4 Dec 2020 0 repositories listed
• When does gradient descent with logistic loss find interpolating two-layer networks?
  4 Dec 2020 0 repositories listed
• D-Unet: A Dual-encoder U-Net for Image Splicing Forgery Detection and Localization
  3 Dec 2020 0 repositories listed
• A Fair Classifier Using Kernel Density Estimation
  1 Dec 2020 0 repositories listed
• Applying Multilingual and Monolingual Transformer-Based Models for Dialect Identification
  1 Dec 2020 0 repositories listed
• Chinese Grammatical Error Detection Based on BERT Model
  1 Dec 2020 0 repositories listed
• JCT at SemEval-2020 Task 1: Combined Semantic Vector Spaces Models for Unsupervised Lexical Semantic Change Detection
  1 Dec 2020 0 repositories listed
• Learning with Knowledge of Structure: A Neural Network-Based Approach for MIMO-OFDM Detection
  1 Dec 2020 0 repositories listed
• Overview of the Fifth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at COLING 2020
  1 Dec 2020 0 repositories listed
• Predicting Clickbait Strength in Online Social Media
  1 Dec 2020 0 repositories listed
• The Financial Document Causality Detection Shared Task (FinCausal 2020)
  1 Dec 2020 0 repositories listed
• Binary Classification: Counterbalancing Class Imbalance by Applying Regression Models in Combination with One-Sided Label Shifts
  30 Nov 2020 0 repositories listed
• Fake News Detection in Social Media using Graph Neural Networks and NLP Techniques: A COVID-19 Use-case
  30 Nov 2020 0 repositories listed
• Hybrid quantum-classical classifier based on tensor network and variational quantum circuit
  30 Nov 2020 0 repositories listed
• An anatomically-informed 3D CNN for brain aneurysm classification with weak labels
  27 Nov 2020 0 repositories listed
• Implicit bias of deep linear networks in the large learning rate phase
  25 Nov 2020 0 repositories listed
• A More Biologically Plausible Local Learning Rule for ANNs
  24 Nov 2020 0 repositories listed
• Screening COVID-19 cases using Deep Neural Networks with X-ray images
  24 Nov 2020 0 repositories listed
• Quantum Multiple Kernel Learning
  19 Nov 2020 0 repositories listed
• Binary Classification of Gaussian Mixtures: Abundance of Support Vectors, Benign Overfitting and Regularization
  18 Nov 2020 0 repositories listed
• Neural network approximation and estimation of classifiers with classification boundary in a Barron class
  18 Nov 2020 0 repositories listed
• Forecasting Probability of Default for Consumer Loan Management with Gaussian Mixture Models
  16 Nov 2020 0 repositories listed