Browse State-of-the-Art › Binary Classification › Papers, page 10
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 10 of 26: papers 901 to 1,000 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.
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Rashomon effect in Educational Research: Why More is Better Than One for Measuring the Importance of the Variables?2 Dec 2024 0 repositories listed
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Analysis of High-dimensional Gaussian Labeled-unlabeled Mixture Model via Message-passing Algorithm29 Nov 2024 0 repositories listed
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Attribute-Enhanced Similarity Ranking for Sparse Link Prediction29 Nov 2024 0 repositories listed
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The role of data-induced randomness in quantum machine learning classification tasks28 Nov 2024 0 repositories listed
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An Improved Dung Beetle Optimizer for Random Forest Optimization24 Nov 2024 0 repositories listed
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Symmetric Perception and Ordinal Regression for Detecting Scoliosis Natural Image24 Nov 2024 0 repositories listed
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Comparative Analysis of Resource-Efficient CNN Architectures for Brain Tumor Classification23 Nov 2024 0 repositories listed
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A No Free Lunch Theorem for Human-AI Collaboration21 Nov 2024 0 repositories listed
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Energy-based features and bi-LSTM neural network for EEG-based music and voice classification20 Nov 2024 0 repositories listed
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ODTE -- An ensemble of multi-class SVM-based oblique decision trees20 Nov 2024 0 repositories listed
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Machine Learning Evaluation Metric Discrepancies across Programming Languages and Their Components: Need for Standardization18 Nov 2024 0 repositories listed
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Prediction of Acoustic Communication Performance for AUVs using Gaussian Process Classification12 Nov 2024 0 repositories listed
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LProtector: An LLM-driven Vulnerability Detection System10 Nov 2024 0 repositories listed
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VocalTweets: Investigating Social Media Offensive Language Among Nigerian Musicians10 Nov 2024 0 repositories listed
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Robust Detection of LLM-Generated Text: A Comparative Analysis9 Nov 2024 0 repositories listed
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STAND-Guard: A Small Task-Adaptive Content Moderation Model7 Nov 2024 0 repositories listed
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Harmful YouTube Video Detection: A Taxonomy of Online Harm and MLLMs as Alternative Annotators6 Nov 2024 0 repositories listed
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PropNEAT -- Efficient GPU-Compatible Backpropagation over NeuroEvolutionary Augmenting Topology Networks6 Nov 2024 0 repositories listed
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How Much Data is Enough? Optimization of Data Collection for Artifact Detection in EEG Recordings5 Nov 2024 0 repositories listed
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Social Support Detection from Social Media Texts4 Nov 2024 0 repositories listed
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High-performance automated abstract screening with large language model ensembles3 Nov 2024 0 repositories listed
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The Implicit Bias of Gradient Descent on Separable Multiclass Data2 Nov 2024 0 repositories listed
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Ratio law: mathematical descriptions for a universal relationship between AI performance and input samples1 Nov 2024 0 repositories listed
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Enhancing binary classification: A new stacking method via leveraging computational geometry30 Oct 2024 0 repositories listed
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Understanding Aggregations of Proper Learners in Multiclass Classification30 Oct 2024 0 repositories listed
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From Explicit Rules to Implicit Reasoning in an Interpretable Violence Monitoring System29 Oct 2024 0 repositories listed
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28 Oct 2024 0 repositories listed
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A Review of Deep Learning Approaches for Non-Invasive Cognitive Impairment Detection25 Oct 2024 0 repositories listed
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Binary Classification: Is Boosting stronger than Bagging?24 Oct 2024 0 repositories listed
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DCT-HistoTransformer: Efficient Lightweight Vision Transformer with DCT Integration for histopathological image analysis24 Oct 2024 0 repositories listed
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Less Discriminatory Alternative and Interpretable XGBoost Framework for Binary Classification24 Oct 2024 0 repositories listed
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Low-Rank Tensor Learning by Generalized Nonconvex Regularization24 Oct 2024 0 repositories listed
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PESFormer: Boosting Macro- and Micro-expression Spotting with Direct Timestamp Encoding24 Oct 2024 0 repositories listed
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1024m at SMM4H 2024: Tasks 3, 5 & 6 -- Ensembles of Transformers and Large Language Models for Medical Text Classification21 Oct 2024 0 repositories listed
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Explainability of Highly Associated Fuzzy Churn Patterns in Binary Classification21 Oct 2024 0 repositories listed
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Finite-Sample and Distribution-Free Fair Classification: Optimal Trade-off Between Excess Risk and Fairness, and the Cost of Group-Blindness21 Oct 2024 0 repositories listed
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On the Geometry of Regularization in Adversarial Training: High-Dimensional Asymptotics and Generalization Bounds21 Oct 2024 0 repositories listed
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Data Augmentation via Diffusion Model to Enhance AI Fairness20 Oct 2024 0 repositories listed
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Advancing Physics Data Analysis through Machine Learning and Physics-Informed Neural Networks18 Oct 2024 0 repositories listed
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Auto Detecting Cognitive Events Using Machine Learning on Pupillary Data18 Oct 2024 0 repositories listed
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Beyond Binary: Towards Fine-Grained LLM-Generated Text Detection via Role Recognition and Involvement Measurement18 Oct 2024 0 repositories listed
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Integrating Deep Learning with Fundus and Optical Coherence Tomography for Cardiovascular Disease Prediction18 Oct 2024 0 repositories listed
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CAKD: A Correlation-Aware Knowledge Distillation Framework Based on Decoupling Kullback-Leibler Divergence17 Oct 2024 0 repositories listed
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Integrating Large Language Models and Reinforcement Learning for Non-Linear Reasoning17 Oct 2024 0 repositories listed
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Explainable Binary Classification of Separable Shape Ensembles16 Oct 2024 0 repositories listed
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Sample Compression Scheme Reductions16 Oct 2024 0 repositories listed
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SoK: Prompt Hacking of Large Language Models16 Oct 2024 0 repositories listed
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ABBA-VSM: Time Series Classification using Symbolic Representation on the Edge14 Oct 2024 0 repositories listed
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Not All Options Are Created Equal: Textual Option Weighting for Token-Efficient LLM-Based Knowledge Tracing14 Oct 2024 0 repositories listed
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Feature Averaging: An Implicit Bias of Gradient Descent Leading to Non-Robustness in Neural Networks14 Oct 2024 0 repositories listed
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Measurability in the Fundamental Theorem of Statistical Learning14 Oct 2024 0 repositories listed
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Towards the Effect of Examples on In-Context Learning: A Theoretical Case Study12 Oct 2024 0 repositories listed
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Comparing Quantum Encoding Techniques11 Oct 2024 0 repositories listed
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Training on Fake Labels: Mitigating Label Leakage in Split Learning via Secure Dimension Transformation11 Oct 2024 0 repositories listed
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Copiloting Diagnosis of Autism in Real Clinical Scenarios via LLMs8 Oct 2024 0 repositories listed
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Understanding Gradient Boosting Classifier: Training, Prediction, and the Role of γⱼ8 Oct 2024 0 repositories listed
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GRU-D Characterizes Age-Specific Temporal Missingness in MIMIC-IV7 Oct 2024 0 repositories listed
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Superficial Safety Alignment Hypothesis7 Oct 2024 0 repositories listed
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EnsemW2S: Can an Ensemble of LLMs be Leveraged to Obtain a Stronger LLM?6 Oct 2024 0 repositories listed
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Optimizing Sparse Generalized Singular Vectors for Feature Selection in Proximal Support Vector Machines with Application to Breast and Ovarian Cancer Detection4 Oct 2024 0 repositories listed
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Training Over a Distribution of Hyperparameters for Enhanced Performance and Adaptability on Imbalanced Classification4 Oct 2024 0 repositories listed
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Universality in Transfer Learning for Linear Models3 Oct 2024 0 repositories listed
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Enhancing GANs with Contrastive Learning-Based Multistage Progressive Finetuning SNN and RL-Based External Optimization30 Sep 2024 0 repositories listed
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Evaluating the performance of state-of-the-art esg domain-specific pre-trained large language models in text classification against existing models and traditional machine learning techniques30 Sep 2024 0 repositories listed
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Fine-Tuning Personalization in Federated Learning to Mitigate Adversarial Clients30 Sep 2024 0 repositories listed
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Linear Projections of Teacher Embeddings for Few-Class Distillation30 Sep 2024 0 repositories listed
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Machine Learning in Industrial Quality Control of Glass Bottle Prints30 Sep 2024 0 repositories listed
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Balancing the Scales: A Comprehensive Study on Tackling Class Imbalance in Binary Classification29 Sep 2024 0 repositories listed
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Probing Omissions and Distortions in Transformer-based RDF-to-Text Models25 Sep 2024 0 repositories listed
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Cyber Knowledge Completion Using Large Language Models24 Sep 2024 0 repositories listed
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GS-Net: Global Self-Attention Guided CNN for Multi-Stage Glaucoma Classification24 Sep 2024 0 repositories listed
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On the Within-class Variation Issue in Alzheimer's Disease Detection22 Sep 2024 0 repositories listed
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Applying Pre-trained Multilingual BERT in Embeddings for Improved Malicious Prompt Injection Attacks Detection20 Sep 2024 0 repositories listed
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Trustworthy Intrusion Detection: Confidence Estimation Using Latent Space19 Sep 2024 0 repositories listed
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On Vision Transformers for Classification Tasks in Side-Scan Sonar Imagery18 Sep 2024 0 repositories listed
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A logical alarm for misaligned binary classifiers17 Sep 2024 0 repositories listed
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Astrometric Binary Classification Via Artificial Neural Networks15 Sep 2024 0 repositories listed
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Byzantine-Robust and Communication-Efficient Distributed Learning via Compressed Momentum Filtering13 Sep 2024 0 repositories listed
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Ensemble Methods for Sequence Classification with Hidden Markov Models11 Sep 2024 0 repositories listed
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Explainable Metrics for the Assessment of Neurodegenerative Diseases through Handwriting Analysis10 Sep 2024 0 repositories listed
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ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language9 Sep 2024 0 repositories listed
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When resampling/reweighting improves feature learning in imbalanced classification?: A toy-model study9 Sep 2024 0 repositories listed
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Constrained Multi-Layer Contrastive Learning for Implicit Discourse Relationship Recognition7 Sep 2024 0 repositories listed
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Dynamics of Supervised and Reinforcement Learning in the Non-Linear Perceptron5 Sep 2024 0 repositories listed
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Benign Overfitting under Learning Rate Conditions for α Sub-exponential Input1 Sep 2024 0 repositories listed
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Modeling offensive content detection for TikTok29 Aug 2024 0 repositories listed
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CTRQNets & LQNets: Continuous Time Recurrent and Liquid Quantum Neural Networks28 Aug 2024 0 repositories listed
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Systematic Evaluation of Synthetic Data Augmentation for Multi-class NetFlow Traffic28 Aug 2024 0 repositories listed
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Infusing Acoustic Pause Context into Text-Based Dementia Assessment27 Aug 2024 0 repositories listed
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Logic interpretations of ANN partition cells26 Aug 2024 0 repositories listed
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DeepDiveAI: Identifying AI Related Documents in Large Scale Literature Data23 Aug 2024 0 repositories listed
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Obfuscated Memory Malware Detection23 Aug 2024 0 repositories listed
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Top Score on the Wrong Exam: On Benchmarking in Machine Learning for Vulnerability Detection23 Aug 2024 0 repositories listed
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A Comparative Analysis of Faithfulness Metrics and Humans in Citation Evaluation22 Aug 2024 0 repositories listed
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A Little Confidence Goes a Long Way20 Aug 2024 0 repositories listed
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Area under the ROC Curve has the Most Consistent Evaluation for Binary Classification19 Aug 2024 0 repositories listed
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NP-TCMtarget: a network pharmacology platform for exploring mechanisms of action of Traditional Chinese medicine17 Aug 2024 0 repositories listed
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Optimal Symmetries in Binary Classification16 Aug 2024 0 repositories listed
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SWaT: Statistical Modeling of Video Watch Time through User Behavior Analysis14 Aug 2024 0 repositories listed
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ClassiFIM: An Unsupervised Method To Detect Phase Transitions6 Aug 2024 0 repositories listed