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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 20 of 26: papers 1,901 to 2,000 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.

• Theoretical Insights Into Multiclass Classification: A High-dimensional Asymptotic View
  16 Nov 2020 0 repositories listed
• MP-Boost: Minipatch Boosting via Adaptive Feature and Observation Sampling
  14 Nov 2020 0 repositories listed
• Linear Dilation-Erosion Perceptron for Binary Classification
  11 Nov 2020 0 repositories listed
• Linear Dilation-Erosion Perceptron Trained Using a Convex-Concave Procedure
  11 Nov 2020 0 repositories listed
• Classification of optics-free images with deep neural networks
  10 Nov 2020 0 repositories listed
• Automated Discovery of Mathematical Definitions in Text with Deep Neural Networks
  9 Nov 2020 0 repositories listed
• Improving Machine Reading Comprehension with Single-choice Decision and Transfer Learning
  6 Nov 2020 0 repositories listed
• Binary classification with ambiguous training data
  5 Nov 2020 0 repositories listed
• Node-Centric Graph Learning from Data for Brain State Identification
  4 Nov 2020 0 repositories listed
• NLP-PINGAN-TECH @ CL-SciSumm 2020
  1 Nov 2020 0 repositories listed
• NLPRL at WNUT-2020 Task 2: ELMo-based System for Identification of COVID-19 Tweets
  1 Nov 2020 0 repositories listed
• SU-NLP at WNUT-2020 Task 2: The Ensemble Models
  1 Nov 2020 0 repositories listed
• Triage of Potential COVID-19 Patients from Chest X-ray Images using Hierarchical Convolutional Networks
  1 Nov 2020 0 repositories listed
• Strongly universally consistent nonparametric regression and classification with privatised data
  31 Oct 2020 0 repositories listed
• Robustifying Binary Classification to Adversarial Perturbation
  29 Oct 2020 0 repositories listed
• The Performance Analysis of Generalized Margin Maximizer (GMM) on Separable Data
  29 Oct 2020 0 repositories listed
• Learning to Unknot
  28 Oct 2020 0 repositories listed
• The UPC Speaker Verification System Submitted to VoxCeleb Speaker Recognition Challenge 2020 (VoxSRC-20)
  27 Oct 2020 0 repositories listed
• Asymptotic Behavior of Adversarial Training in Binary Classification
  26 Oct 2020 0 repositories listed
• Dutch Humor Detection by Generating Negative Examples
  26 Oct 2020 0 repositories listed
• Enforcing Interpretability and its Statistical Impacts: Trade-offs between Accuracy and Interpretability
  26 Oct 2020 0 repositories listed
• Linear Predictive Coding for Acute Stress Prediction from Computer Mouse Movements
  26 Oct 2020 0 repositories listed
• One-vs.-One Mitigation of Intersectional Bias: A General Method to Extend Fairness-Aware Binary Classification
  26 Oct 2020 0 repositories listed
• Using a Binary Classification Model to Predict the Likelihood of Enrolment to the Undergraduate Program of a Philippine University
  26 Oct 2020 0 repositories listed
• Pairwise Representation Learning for Event Coreference
  24 Oct 2020 0 repositories listed
• How to Control the Error Rates of Binary Classifiers
  21 Oct 2020 0 repositories listed
• Precise Statistical Analysis of Classification Accuracies for Adversarial Training
  21 Oct 2020 0 repositories listed
• GANs for learning from very high class conditional noisy labels
  19 Oct 2020 0 repositories listed
• A Deep Drift-Diffusion Model for Image Aesthetic Score Distribution Prediction
  15 Oct 2020 0 repositories listed
• Enhancing the Identification of Cyberbullying through Participant Roles
  13 Oct 2020 0 repositories listed
• EFSG: Evolutionary Fooling Sentences Generator
  12 Oct 2020 0 repositories listed
• Handling Imbalanced Data: A Case Study for Binary Class Problems
  9 Oct 2020 0 repositories listed
• Neural Random Projection: From the Initial Task To the Input Similarity Problem
  9 Oct 2020 0 repositories listed
• Conversion and Implementation of State-of-the-Art Deep Learning Algorithms for the Classification of Diabetic Retinopathy
  7 Oct 2020 0 repositories listed
• Memory and Computation-Efficient Kernel SVM via Binary Embedding and Ternary Model Coefficients
  6 Oct 2020 0 repositories listed
• Pointwise Binary Classification with Pairwise Confidence Comparisons
  5 Oct 2020 0 repositories listed
• Fairness in Machine Learning: A Survey
  4 Oct 2020 0 repositories listed
• Clickbait Detection with Style-aware Title Modeling and Co-attention
  1 Oct 2020 0 repositories listed
• imdpGAN: Generating Private and Specific Data with Generative Adversarial Networks
  29 Sep 2020 0 repositories listed
• Testing for Normality with Neural Networks
  29 Sep 2020 0 repositories listed
• Adaptive Gradient Methods Converge Faster with Over-Parameterization (and you can do a line-search)
  28 Sep 2020 0 repositories listed
• Dynamically Stable Infinite-Width Limits of Neural Classifiers
  28 Sep 2020 0 repositories listed
• Local Post-Hoc Explanations for Predictive Process Monitoring in Manufacturing
  22 Sep 2020 0 repositories listed
• Expectation propagation on the diluted Bayesian classifier
  20 Sep 2020 0 repositories listed
• Ensemble of Binary Classifiers Combined Using Recurrent Correlation Associative Memories
  18 Sep 2020 0 repositories listed
• Image Retrieval for Structure-from-Motion via Graph Convolutional Network
  17 Sep 2020 0 repositories listed
• Deep Detection for Face Manipulation
  13 Sep 2020 0 repositories listed
• Multiclass Model for Agriculture development using Multivariate Statistical method
  12 Sep 2020 0 repositories listed
• Quantum Discriminator for Binary Classification
  2 Sep 2020 0 repositories listed
• Gesture Recognition from Skeleton Data for Intuitive Human-Machine Interaction
  26 Aug 2020 0 repositories listed
• Deep Networks and the Multiple Manifold Problem
  25 Aug 2020 0 repositories listed
• Evaluating Nonlinear Decision Trees for Binary Classification Tasks with Other Existing Methods
  25 Aug 2020 0 repositories listed
• SOAR: Simultaneous Or of And Rules for Classification of Positive & Negative Classes
  25 Aug 2020 0 repositories listed
• A New Perspective on Pool-Based Active Classification and False-Discovery Control
  14 Aug 2020 0 repositories listed
• Negative Confidence-Aware Weakly Supervised Binary Classification for Effective Review Helpfulness Classification
  14 Aug 2020 0 repositories listed
• Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms
  11 Aug 2020 0 repositories listed
• Learning CNN filters from user-drawn image markers for coconut-tree image classification
  8 Aug 2020 0 repositories listed
• Convolutional Ordinal Regression Forest for Image Ordinal Estimation
  7 Aug 2020 0 repositories listed
• Measuring Pain in Sickle Cell Disease using Clinical Text
  5 Aug 2020 0 repositories listed
• A Novel Global Spatial Attention Mechanism in Convolutional Neural Network for Medical Image Classification
  31 Jul 2020 0 repositories listed
• Convexifying Sparse Interpolation with Infinitely Wide Neural Networks: An Atomic Norm Approach
  15 Jul 2020 0 repositories listed
• The Notary in the Haystack -- Countering Class Imbalance in Document Processing with CNNs
  15 Jul 2020 0 repositories listed
• Degrees of individual and groupwise backward and forward responsibility in extensive-form games with ambiguity, and their application to social choice problems
  9 Jul 2020 0 repositories listed
• Learning to Switch CNNs with Model Agnostic Meta Learning for Fine Precision Visual Servoing
  9 Jul 2020 0 repositories listed
• Predictive Value Generalization Bounds
  9 Jul 2020 0 repositories listed
• Machine Learning with the Sugeno Integral: The Case of Binary Classification
  6 Jul 2020 0 repositories listed
• Efficient computation and analysis of distributional Shapley values
  2 Jul 2020 0 repositories listed
• An ensemble learning framework based on group decision making
  1 Jul 2020 0 repositories listed
• Improving Low-Resource Named Entity Recognition using Joint Sentence and Token Labeling
  1 Jul 2020 0 repositories listed
• Information Theoretic Lower Bounds for Feed-Forward Fully-Connected Deep Networks
  1 Jul 2020 0 repositories listed
• Making Use of NXt to Nothing: The Effect of Class Imbalances on DGA Detection Classifiers
  1 Jul 2020 0 repositories listed
• Want to Identify, Extract and Normalize Adverse Drug Reactions in Tweets? Use RoBERTa
  29 Jun 2020 0 repositories listed
• Digit Image Recognition Using an Ensemble of One-Versus-All Deep Network Classifiers
  28 Jun 2020 0 repositories listed
• Predicting Customer Churn in World of Warcraft
  28 Jun 2020 0 repositories listed
• Fast Learning of Graph Neural Networks with Guaranteed Generalizability: One-hidden-layer Case
  25 Jun 2020 0 repositories listed
• Movie Box office Prediction via Joint Actor Representations and Social Media Sentiment
  24 Jun 2020 0 repositories listed
• DeepTopPush: Simple and Scalable Method for Accuracy at the Top
  22 Jun 2020 0 repositories listed
• G2D: Generate to Detect Anomaly
  20 Jun 2020 0 repositories listed
• COVIDLite: A depth-wise separable deep neural network with white balance and CLAHE for detection of COVID-19
  19 Jun 2020 0 repositories listed
• Use of in-the-wild images for anomaly detection in face anti-spoofing
  18 Jun 2020 0 repositories listed
• How isotropic kernels perform on simple invariants
  17 Jun 2020 0 repositories listed
• Algebraic Ground Truth Inference: Non-Parametric Estimation of Sample Errors by AI Algorithms
  15 Jun 2020 0 repositories listed
• Investigating Robustness of Adversarial Samples Detection for Automatic Speaker Verification
  11 Jun 2020 0 repositories listed
• Pairwise Supervision Can Provably Elicit a Decision Boundary
  11 Jun 2020 0 repositories listed
• Binary Classification with Classical Instances and Quantum Labels
  10 Jun 2020 0 repositories listed
• Scalable Partial Explainability in Neural Networks via Flexible Activation Functions
  10 Jun 2020 0 repositories listed
• Open-Narrow-Synechiae Anterior Chamber Angle Classification in AS-OCT Sequences
  9 Jun 2020 0 repositories listed
• A Modified AUC for Training Convolutional Neural Networks: Taking Confidence into Account
  8 Jun 2020 0 repositories listed
• Unique properties of adversarially trained linear classifiers on Gaussian data
  6 Jun 2020 0 repositories listed
• Generation of Differentially Private Heterogeneous Electronic Health Records
  5 Jun 2020 0 repositories listed
• Experiments on Paraphrase Identification Using Quora Question Pairs Dataset
  4 Jun 2020 0 repositories listed
• NewB: 200,000+ Sentences for Political Bias Detection
  4 Jun 2020 0 repositories listed
• Near-Tight Margin-Based Generalization Bounds for Support Vector Machines
  3 Jun 2020 0 repositories listed
• CT-based COVID-19 Triage: Deep Multitask Learning Improves Joint Identification and Severity Quantification
  2 Jun 2020 0 repositories listed
• On the Equivalence between Online and Private Learnability beyond Binary Classification
  2 Jun 2020 0 repositories listed
• Challenge report: Recognizing Families In the Wild Data Challenge
  30 May 2020 0 repositories listed
• Learning to map between ferns with differentiable binary embedding networks
  26 May 2020 0 repositories listed
• Pointwise Paraphrase Appraisal is Potentially Problematic
  25 May 2020 0 repositories listed
• KL-Divergence-Based Region Proposal Network for Object Detection
  22 May 2020 0 repositories listed
• A Nearest Neighbor Network to Extract Digital Terrain Models from 3D Point Clouds
  21 May 2020 0 repositories listed