Browse State-of-the-Art › Binary Classification › Papers, page 8

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 8 of 26: papers 701 to 800 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.

• Bayesian Approximate Kernel Regression with Variable Selection
  5 Aug 2015 1 repository listed
• Learning with Symmetric Label Noise: The Importance of Being Unhinged
  28 May 2015 1 repository listed
• Convolutional Neural Network for Paraphrase Identification
  1 May 2015 1 repository listed
• Training Binary Multilayer Neural Networks for Image Classification using Expectation Backpropagation
  12 Mar 2015 1 repository listed
• Optimally Combining Classifiers Using Unlabeled Data
  5 Mar 2015 1 repository listed
• On distinguishability criteria for estimating generative models
  19 Dec 2014 1 repository listed
• Thresholding Classifiers to Maximize F1 Score
  8 Feb 2014 1 repository listed
• Polynomial expansion of the binary classification function
  26 Mar 2012 1 repository listed
• A bagging SVM to learn from positive and unlabeled examples
  5 Oct 2010 1 repository listed
• The Google Similarity Distance
  21 Dec 2004 1 repository listed
• An Automated Classifier of Harmful Brain Activities for Clinical Usage Based on a Vision-Inspired Pre-trained Framework
  10 Jul 2025 0 repositories listed
• DDL: A Dataset for Interpretable Deepfake Detection and Localization in Real-World Scenarios
  29 Jun 2025 0 repositories listed
• Divide, Specialize, and Route: A New Approach to Efficient Ensemble Learning
  25 Jun 2025 0 repositories listed
• Private Model Personalization Revisited
  24 Jun 2025 0 repositories listed
• Exploring Strategies for Personalized Radiation Therapy Part I Unlocking Response-Related Tumor Subregions with Class Activation Mapping
  21 Jun 2025 0 repositories listed
• I Know Which LLM Wrote Your Code Last Summer: LLM generated Code Stylometry for Authorship Attribution
  18 Jun 2025 0 repositories listed
• Detecting immune cells with label-free two-photon autofluorescence and deep learning
  17 Jun 2025 0 repositories listed
• LLM-Powered Intent-Based Categorization of Phishing Emails
  17 Jun 2025 0 repositories listed
• Universal Rates of ERM for Agnostic Learning
  17 Jun 2025 0 repositories listed
• On the existence of consistent adversarial attacks in high-dimensional linear classification
  14 Jun 2025 0 repositories listed
• Optimization of bi-directional gated loop cell based on multi-head attention mechanism for SSD health state classification model
  13 Jun 2025 0 repositories listed
• Adversarial Surrogate Risk Bounds for Binary Classification
  11 Jun 2025 0 repositories listed
• DEAL: Disentangling Transformer Head Activations for LLM Steering
  10 Jun 2025 0 repositories listed
• DIsoN: Decentralized Isolation Networks for Out-of-Distribution Detection in Medical Imaging
  10 Jun 2025 0 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• CHANCERY: Evaluating Corporate Governance Reasoning Capabilities in Language Models
  5 Jun 2025 0 repositories listed
• Zeroth-Order Optimization Finds Flat Minima
  5 Jun 2025 0 repositories listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 3 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples)
• Does Prompt Design Impact Quality of Data Imputation by LLMs?
  4 Jun 2025 0 repositories listed
• Quantum Ensembling Methods for Healthcare and Life Science
  2 Jun 2025 0 repositories listed
• Trade-offs in Data Memorization via Strong Data Processing Inequalities
  2 Jun 2025 0 repositories listed
• Localized Forest Fire Risk Prediction: A Department-Aware Approach for Operational Decision Support
  1 Jun 2025 0 repositories listed
• Hidden Persuasion: Detecting Manipulative Narratives on Social Media During the 2022 Russian Invasion of Ukraine
  29 May 2025 0 repositories listed
• The Rich and the Simple: On the Implicit Bias of Adam and SGD
  29 May 2025 0 repositories listed
• Individualised Counterfactual Examples Using Conformal Prediction Intervals
  28 May 2025 0 repositories listed
• AbsoluteNet: A Deep Learning Neural Network to Classify Cerebral Hemodynamic Responses of Auditory Processing
  27 May 2025 0 repositories listed
• Leveraging Cascaded Binary Classification and Multimodal Fusion for Dementia Detection through Spontaneous Speech
  26 May 2025 0 repositories listed
• Revolutionizing Wildfire Detection with Convolutional Neural Networks: A VGG16 Model Approach
  26 May 2025 0 repositories listed
• A Smart Healthcare System for Monkeypox Skin Lesion Detection and Tracking
  25 May 2025 0 repositories listed
• Debate-to-Detect: Reformulating Misinformation Detection as a Real-World Debate with Large Language Models
  24 May 2025 0 repositories listed
• Mechanical in-sensor computing: a programmable meta-sensor for structural damage classification without external electronic power
  24 May 2025 0 repositories listed
• Anatomy-Guided Multitask Learning for MRI-Based Classification of Placenta Accreta Spectrum and its Subtypes
  23 May 2025 0 repositories listed
• Attention with Trained Embeddings Provably Selects Important Tokens
  22 May 2025 0 repositories listed
• Self-Classification Enhancement and Correction for Weakly Supervised Object Detection
  22 May 2025 0 repositories listed
• Adaptive Estimation and Learning under Temporal Distribution Shift
  21 May 2025 0 repositories listed
• Self-Boost via Optimal Retraining: An Analysis via Approximate Message Passing
  21 May 2025 0 repositories listed
• CSAGC-IDS: A Dual-Module Deep Learning Network Intrusion Detection Model for Complex and Imbalanced Data
  20 May 2025 0 repositories listed
• Safety Alignment Can Be Not Superficial With Explicit Safety Signals
  19 May 2025 0 repositories listed
• Deepfake Forensic Analysis: Source Dataset Attribution and Legal Implications of Synthetic Media Manipulation
  16 May 2025 0 repositories listed
• An Effective Flow-based Method for Positive-Unlabeled Learning: 2-HNC
  13 May 2025 0 repositories listed
• Crowd Scene Analysis using Deep Learning Techniques
  13 May 2025 0 repositories listed
• Super-fast rates of convergence for Neural Networks Classifiers under the Hard Margin Condition
  13 May 2025 0 repositories listed
• Incomplete In-context Learning
  12 May 2025 0 repositories listed
• Active Learning for Multi-class Image Classification
  11 May 2025 0 repositories listed
• Fine-Grained Bias Exploration and Mitigation for Group-Robust Classification
  11 May 2025 0 repositories listed
• MarkMatch: Same-Hand Stuffing Detection
  11 May 2025 0 repositories listed
• The Distracting Effect: Understanding Irrelevant Passages in RAG
  11 May 2025 0 repositories listed
• Voice biomarkers of perinatal depression: cross-sectional nationwide pilot study report
  9 May 2025 0 repositories listed
• In-Context Learning for Label-Efficient Cancer Image Classification in Oncology
  8 May 2025 0 repositories listed
• Performance Estimation in Binary Classification Using Calibrated Confidence
  8 May 2025 0 repositories listed
• Multitask LSTM for Arboviral Outbreak Prediction Using Public Health Data
  7 May 2025 0 repositories listed
• PAC-Bayesian risk bounds for fully connected deep neural network with Gaussian priors
  7 May 2025 0 repositories listed
• Event-Triggered GAT-LSTM Framework for Attack Detection in Heating, Ventilation, and Air Conditioning Systems
  6 May 2025 0 repositories listed
• Improving Omics-Based Classification: The Role of Feature Selection and Synthetic Data Generation
  6 May 2025 0 repositories listed
• A Deep Learning approach for Depressive Symptoms assessment in Parkinson's disease patients using facial videos
  5 May 2025 0 repositories listed
• Eye Movements as Indicators of Deception: A Machine Learning Approach
  5 May 2025 0 repositories listed
• A Self-Supervised Transformer for Unusable Shared Bike Detection
  2 May 2025 0 repositories listed
• How to Learn a Star: Binary Classification with Starshaped Polyhedral Sets
  2 May 2025 0 repositories listed
• The Double Descent Behavior in Two Layer Neural Network for Binary Classification
  27 Apr 2025 0 repositories listed
• Subject-independent Classification of Meditative State from the Resting State using EEG
  25 Apr 2025 0 repositories listed
• Intelligent Detection of Non-Essential IoT Traffic on the Home Gateway
  22 Apr 2025 0 repositories listed
• Data Selection for ERMs
  20 Apr 2025 0 repositories listed
• A Baseline for Self-state Identification and Classification in Mental Health Data: CLPsych 2025 Task
  18 Apr 2025 0 repositories listed
• How to Achieve Higher Accuracy with Less Training Points?
  18 Apr 2025 0 repositories listed
• Predicting BVD Re-emergence in Irish Cattle From Highly Imbalanced Herd-Level Data Using Machine Learning Algorithms
  17 Apr 2025 0 repositories listed
• Wearable-Derived Behavioral and Physiological Biomarkers for Classifying Unipolar and Bipolar Depression Severity
  17 Apr 2025 0 repositories listed
• Decision-based AI Visual Navigation for Cardiac Ultrasounds
  16 Apr 2025 0 repositories listed
• When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers
  15 Apr 2025 0 repositories listed
• Beyond Worst-Case Online Classification: VC-Based Regret Bounds for Relaxed Benchmarks
  14 Apr 2025 0 repositories listed
• Investigating cybersecurity incidents using large language models in latest-generation wireless networks
  14 Apr 2025 0 repositories listed
• Who is More Bayesian: Humans or ChatGPT?
  14 Apr 2025 0 repositories listed
• Meta-Evaluating Local LLMs: Rethinking Performance Metrics for Serious Games
  13 Apr 2025 0 repositories listed
• Diabetic Retinopathy Detection Based on Convolutional Neural Networks with SMOTE and CLAHE Techniques Applied to Fundus Images
  8 Apr 2025 0 repositories listed
• A Consequentialist Critique of Binary Classification Evaluation Practices
  6 Apr 2025 0 repositories listed
• Task load dependent decision referrals for joint binary classification in human-automation teams
  5 Apr 2025 0 repositories listed
• On the Geometry of Receiver Operating Characteristic and Precision-Recall Curves
  2 Apr 2025 0 repositories listed
• Quantum-Assisted Machine Learning Models for Enhanced Weather Prediction
  30 Mar 2025 0 repositories listed
• Diffusion models applied to skin and oral cancer classification
  28 Mar 2025 0 repositories listed
• Extremely Simple Out-of-distribution Detection for Audio-visual Generalized Zero-shot Learning
  28 Mar 2025 0 repositories listed
• Non-Monotonic Attention-based Read/Write Policy Learning for Simultaneous Translation
  28 Mar 2025 0 repositories listed
• Comparative Analysis of Image, Video, and Audio Classifiers for Automated News Video Segmentation
  27 Mar 2025 0 repositories listed
• FakeReasoning: Towards Generalizable Forgery Detection and Reasoning
  27 Mar 2025 0 repositories listed
• Harnessing Mixed Features for Imbalance Data Oversampling: Application to Bank Customers Scoring
  26 Mar 2025 0 repositories listed
• Deep Learning Approaches for Blood Disease Diagnosis Across Hematopoietic Lineages
  25 Mar 2025 0 repositories listed
• Post-Hoc Calibrated Anomaly Detection
  25 Mar 2025 0 repositories listed
• PRECTR: A Synergistic Framework for Integrating Personalized Search Relevance Matching and CTR Prediction
  24 Mar 2025 0 repositories listed
• Automated diagnosis of lung diseases using vision transformer: a comparative study on chest x-ray classification
  22 Mar 2025 0 repositories listed
• Assessing Consistency and Reproducibility in the Outputs of Large Language Models: Evidence Across Diverse Finance and Accounting Tasks
  21 Mar 2025 0 repositories listed
• Time-optimal neural feedback control of nilpotent systems as a binary classification problem
  21 Mar 2025 0 repositories listed
• Patch-based learning of adaptive Total Variation parameter maps for blind image denoising
  20 Mar 2025 0 repositories listed
• Probabilistic Quantum SVM Training on Ising Machine
  20 Mar 2025 0 repositories listed
• TruthLens: Explainable DeepFake Detection for Face Manipulated and Fully Synthetic Data
  20 Mar 2025 0 repositories listed

Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.