Browse State-of-the-Art › Binary Classification › Papers, page 14

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 14 of 26: papers 1,301 to 1,400 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.

• Machine-Learning Kronecker Coefficients
  7 Jun 2023 0 repositories listed
• Binary Classification with Instance and Label Dependent Label Noise
  6 Jun 2023 0 repositories listed
• Matched Pair Calibration for Ranking Fairness
  6 Jun 2023 0 repositories listed
• Streaming algorithms for evaluating noisy judges on unlabeled data -- binary classification
  2 Jun 2023 0 repositories listed
• Theoretical Behavior of XAI Methods in the Presence of Suppressor Variables
  2 Jun 2023 0 repositories listed
• Towards Understanding Clean Generalization and Robust Overfitting in Adversarial Training
  2 Jun 2023 0 repositories listed
• Boosting the Performance of Transformer Architectures for Semantic Textual Similarity
  1 Jun 2023 0 repositories listed
• Identifying Visible Tissue in Intraoperative Ultrasound Images during Brain Surgery: A Method and Application
  1 Jun 2023 0 repositories listed
• Attention-Based Methods For Audio Question Answering
  31 May 2023 0 repositories listed
• Bias Mitigation Methods for Binary Classification Decision-Making Systems: Survey and Recommendations
  31 May 2023 0 repositories listed
• Hypothesis Transfer Learning with Surrogate Classification Losses: Generalization Bounds through Algorithmic Stability
  31 May 2023 0 repositories listed
• Representer Point Selection for Explaining Regularized High-dimensional Models
  31 May 2023 0 repositories listed
• LonXplain: Lonesomeness as a Consequence of Mental Disturbance in Reddit Posts
  30 May 2023 0 repositories listed
• Faster Margin Maximization Rates for Generic and Adversarially Robust Optimization Methods
  27 May 2023 0 repositories listed
• Selective Mixup Helps with Distribution Shifts, But Not (Only) because of Mixup
  26 May 2023 0 repositories listed
• BUCA: A Binary Classification Approach to Unsupervised Commonsense Question Answering
  25 May 2023 0 repositories listed
• A study of conceptual language similarity: comparison and evaluation
  22 May 2023 0 repositories listed
• Deep Neural Collapse Is Provably Optimal for the Deep Unconstrained Features Model
  22 May 2023 0 repositories listed
• Learning to Estimate: A Real-Time Online Learning Framework for MIMO-OFDM Channel Estimation
  22 May 2023 0 repositories listed
• Three-way Imbalanced Learning based on Fuzzy Twin SVM
  19 May 2023 0 repositories listed
• Pre-training Tensor-Train Networks Facilitates Machine Learning with Variational Quantum Circuits
  18 May 2023 0 repositories listed
• The Adversarial Consistency of Surrogate Risks for Binary Classification
  17 May 2023 0 repositories listed
• Automatic learning algorithm selection for classification via convolutional neural networks
  16 May 2023 0 repositories listed
• Label Smoothing is Robustification against Model Misspecification
  15 May 2023 0 repositories listed
• Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks
  10 May 2023 0 repositories listed
• Pearson-Matthews correlation coefficients for binary and multinary classification and hypothesis testing
  10 May 2023 0 repositories listed
• A LSTM and Cost-Sensitive Learning-Based Real-Time Warning for Civil Aviation Over-limit
  8 May 2023 0 repositories listed
• Vulnerability Detection Using Two-Stage Deep Learning Models
  8 May 2023 0 repositories listed
• Reconstructing Training Data from Multiclass Neural Networks
  5 May 2023 0 repositories listed
• Curating corpora with classifiers: A case study of clean energy sentiment online
  4 May 2023 0 repositories listed
• An Adaptive Algorithm for Learning with Unknown Distribution Drift
  3 May 2023 0 repositories listed
• Estimating the Density Ratio between Distributions with High Discrepancy using Multinomial Logistic Regression
  1 May 2023 0 repositories listed
• On the existence of solutions to adversarial training in multiclass classification
  28 Apr 2023 0 repositories listed
• Patient Independent Interictal Epileptiform Discharge Detection
  27 Apr 2023 0 repositories listed
• Universal Adversarial Backdoor Attacks to Fool Vertical Federated Learning in Cloud-Edge Collaboration
  22 Apr 2023 0 repositories listed
• Exploiting Patch Sizes and Resolutions for Multi-Scale Deep Learning in Mammogram Image Classification
  21 Apr 2023 0 repositories listed
• Deep reproductive feature generation framework for the diagnosis of COVID-19 and viral pneumonia using chest X-ray images
  20 Apr 2023 0 repositories listed
• Video-based Contrastive Learning on Decision Trees: from Action Recognition to Autism Diagnosis
  20 Apr 2023 0 repositories listed
• Optimal PAC Bounds Without Uniform Convergence
  18 Apr 2023 0 repositories listed
• D-SVM over Networked Systems with Non-Ideal Linking Conditions
  13 Apr 2023 0 repositories listed
• Post-selection Inference for Conformal Prediction: Trading off Coverage for Precision
  12 Apr 2023 0 repositories listed
• Learning Optimal Fair Scoring Systems for Multi-Class Classification
  11 Apr 2023 0 repositories listed
• Detection of COVID19 in Chest X-Ray Images Using Transfer Learning
  9 Apr 2023 0 repositories listed
• Language-aware Multiple Datasets Detection Pretraining for DETRs
  7 Apr 2023 0 repositories listed
• Generalization with Reverse-Calibration of Well and Seismic Data Using Machine Learning Methods for Complex Reservoirs Predicting During Early-Stage Geological Exploration Oil Field
  6 Apr 2023 0 repositories listed
• On the Variance of Neural Network Training with respect to Test Sets and Distributions
  4 Apr 2023 0 repositories listed
• Multiclass Online Learning and Uniform Convergence
  30 Mar 2023 0 repositories listed
• LatentForensics: Towards frugal deepfake detection in the StyleGAN latent space
  30 Mar 2023 0 repositories listed
• NN-Copula-CD: A Copula-Guided Interpretable Neural Network for Change Detection in Heterogeneous Remote Sensing Images
  30 Mar 2023 0 repositories listed
• Beyond Toxic: Toxicity Detection Datasets are Not Enough for Brand Safety
  27 Mar 2023 0 repositories listed
• CIFAKE: Image Classification and Explainable Identification of AI-Generated Synthetic Images
  24 Mar 2023 0 repositories listed
• Dens-PU: PU Learning with Density-Based Positive Labeled Augmentation
  21 Mar 2023 0 repositories listed
• ResDTA: Predicting Drug-Target Binding Affinity Using Residual Skip Connections
  20 Mar 2023 0 repositories listed
• High-Dimensional Penalized Bernstein Support Vector Machines
  16 Mar 2023 0 repositories listed
• Applying unsupervised keyphrase methods on concepts extracted from discharge sheets
  15 Mar 2023 0 repositories listed
• Forecasting Particle Accelerator Interruptions Using Logistic LASSO Regression
  15 Mar 2023 0 repositories listed
• Leveraging Pretrained Representations with Task-related Keywords for Alzheimer's Disease Detection
  14 Mar 2023 0 repositories listed
• Optimizing Convolutional Neural Networks for Chronic Obstructive Pulmonary Disease Detection in Clinical Computed Tomography Imaging
  13 Mar 2023 0 repositories listed
• A Test Statistic Estimation-based Approach for Establishing Self-interpretable CNN-based Binary Classifiers
  13 Mar 2023 0 repositories listed
• Transformer Models for Acute Brain Dysfunction Prediction
  13 Mar 2023 0 repositories listed
• VMCDL: Vulnerability Mining Based on Cascaded Deep Learning Under Source Control Flow
  13 Mar 2023 0 repositories listed
• Automatic Debiased Learning from Positive, Unlabeled, and Exposure Data
  8 Mar 2023 0 repositories listed
• On the Implicit Bias of Linear Equivariant Steerable Networks
  7 Mar 2023 0 repositories listed
• Evaluation of Confidence-based Ensembling in Deep Learning Image Classification
  3 Mar 2023 0 repositories listed
• On the complexity of PAC learning in Hilbert spaces
  3 Mar 2023 0 repositories listed
• Sparse-penalized deep neural networks estimator under weak dependence
  2 Mar 2023 0 repositories listed
• Level Up the Deepfake Detection: a Method to Effectively Discriminate Images Generated by GAN Architectures and Diffusion Models
  1 Mar 2023 0 repositories listed
• Complementary to Multiple Labels: A Correlation-Aware Correction Approach
  25 Feb 2023 0 repositories listed
• A Comparison of Modeling Preprocessing Techniques
  23 Feb 2023 0 repositories listed
• Fundamental Bounds on Online Strategic Classification
  23 Feb 2023 0 repositories listed
• On the Hardness of Robustness Transfer: A Perspective from Rademacher Complexity over Symmetric Difference Hypothesis Space
  23 Feb 2023 0 repositories listed
• A Generalized Weighted Loss for SVC and MLP
  22 Feb 2023 0 repositories listed
• Neural-based classification rule learning for sequential data
  22 Feb 2023 0 repositories listed
• A Log-linear Gradient Descent Algorithm for Unbalanced Binary Classification using the All Pairs Squared Hinge Loss
  21 Feb 2023 0 repositories listed
• Does the evaluation stand up to evaluation? A first-principle approach to the evaluation of classifiers
  21 Feb 2023 0 repositories listed
• The Generalization Error of Stochastic Mirror Descent on Over-Parametrized Linear Models
  18 Feb 2023 0 repositories listed
• EnfoMax: Domain Entropy and Mutual Information Maximization for Domain Generalized Face Anti-spoofing
  17 Feb 2023 0 repositories listed
• FedABC: Targeting Fair Competition in Personalized Federated Learning
  15 Feb 2023 0 repositories listed
• Quantum Learning Theory Beyond Batch Binary Classification
  15 Feb 2023 0 repositories listed
• GAN-based Vertical Federated Learning for Label Protection in Binary Classification
  4 Feb 2023 0 repositories listed
• Human Fall Detection- Multimodality Approach
  1 Feb 2023 0 repositories listed
• iPAL: A Machine Learning Based Smart Healthcare Framework For Automatic Diagnosis Of Attention Deficit/Hyperactivity Disorder (ADHD)
  1 Feb 2023 0 repositories listed
• Classified as unknown: A novel Bayesian neural network
  31 Jan 2023 0 repositories listed
• Towards Adversarial Realism and Robust Learning for IoT Intrusion Detection and Classification
  30 Jan 2023 0 repositories listed
• Understanding Self-Distillation in the Presence of Label Noise
  30 Jan 2023 0 repositories listed
• Lp Quasi-norm Minimization: Algorithm and Applications
  27 Jan 2023 0 repositories listed
• A Comparison of Temporal Encoders for Neuromorphic Keyword Spotting with Few Neurons
  24 Jan 2023 0 repositories listed
• Topological Understanding of Neural Networks, a survey
  23 Jan 2023 0 repositories listed
• Deterministic Online Classification: Non-iteratively Reweighted Recursive Least-Squares for Binary Class Rebalancing
  22 Jan 2023 0 repositories listed
• Deep Learning for scalp High Frequency Oscillations Identification
  20 Jan 2023 0 repositories listed
• A Machine Learning Approach for Player and Position Adjusted Expected Goals in Football (Soccer)
  19 Jan 2023 0 repositories listed
• An Analysis of Loss Functions for Binary Classification and Regression
  18 Jan 2023 0 repositories listed
• Your Day in Your Pocket: Complex Activity Recognition from Smartphone Accelerometers
  17 Jan 2023 0 repositories listed
• Large Deviations for Classification Performance Analysis of Machine Learning Systems
  16 Jan 2023 0 repositories listed
• Automated speech- and text-based classification of neuropsychiatric conditions in a multidiagnostic setting
  13 Jan 2023 0 repositories listed
• The Optimal Input-Independent Baseline for Binary Classification: The Dutch Draw
  9 Jan 2023 0 repositories listed
• Reduced Deep Convolutional Activation Features (R-DeCAF) in Histopathology Images to Improve the Classification Performance for Breast Cancer Diagnosis
  5 Jan 2023 0 repositories listed
• Shorter Latency of Real-time Epileptic Seizure Detection via Probabilistic Prediction
  4 Jan 2023 0 repositories listed
• Machine Fault Classification using Hamiltonian Neural Networks
  4 Jan 2023 0 repositories listed
• A Loopback Network for Explainable Microvascular Invasion Classification
  1 Jan 2023 0 repositories listed