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imbalanced classification

Papers archive 2025-07-28

archive papers tagged: 211 · with a code link: 80 · where Syntology ran a sample: 18 (17 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (18 of 211 tagged: 17 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 211, 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.

• All-around Neural Collapse for Imbalanced Classification
  14 Aug 2024 0 repositories listed
• Improving SMOTE via Fusing Conditional VAE for Data-adaptive Noise Filtering
  30 May 2024 0 repositories listed
• OTLP: Output Thresholding Using Mixed Integer Linear Programming
  18 May 2024 0 repositories listed
• Automatic Recognition of Food Ingestion Environment from the AIM-2 Wearable Sensor
  13 May 2024 0 repositories listed
• Robust performance metrics for imbalanced classification problems
  11 Apr 2024 0 repositories listed
• COMPILED: Deep Metric Learning for Defect Classification of Threaded Pipe Connections using Multichannel Partially Observed Functional Data
  4 Apr 2024 0 repositories listed
• Iterative Online Image Synthesis via Diffusion Model for Imbalanced Classification
  13 Mar 2024 0 repositories listed
• Enhancing dysarthria speech feature representation with empirical mode decomposition and Walsh-Hadamard transform
  30 Dec 2023 0 repositories listed
• An extended asymmetric sigmoid with Perceptron (SIGTRON) for imbalanced linear classification
  26 Dec 2023 0 repositories listed
• Sharp error bounds for imbalanced classification: how many examples in the minority class?
  23 Oct 2023 0 repositories listed
• Heterophily-Based Graph Neural Network for Imbalanced Classification
  12 Oct 2023 0 repositories listed
• A Supervised Embedding and Clustering Anomaly Detection method for classification of Mobile Network Faults
  10 Oct 2023 0 repositories listed
• Efficient Hybrid Oversampling and Intelligent Undersampling for Imbalanced Big Data Classification
  9 Oct 2023 0 repositories listed
• SCoRe: Submodular Combinatorial Representation Learning
  29 Sep 2023 0 repositories listed Syntology 1 ran (of which 1 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; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
• Sampling - Variational Auto Encoder - Ensemble: In the Quest of Explainable Artificial Intelligence
  25 Sep 2023 0 repositories listed
• Tackling Diverse Minorities in Imbalanced Classification
  28 Aug 2023 0 repositories listed
• Scope Loss for Imbalanced Classification and RL Exploration
  8 Aug 2023 0 repositories listed
• Achieving Linear Speedup in Decentralized Stochastic Compositional Minimax Optimization
  25 Jul 2023 0 repositories listed
• SleepEGAN: A GAN-enhanced Ensemble Deep Learning Model for Imbalanced Classification of Sleep Stages
  4 Jul 2023 0 repositories listed
• Three-way Imbalanced Learning based on Fuzzy Twin SVM
  19 May 2023 0 repositories listed
• SC-MIL: Supervised Contrastive Multiple Instance Learning for Imbalanced Classification in Pathology
  23 Mar 2023 0 repositories listed
• Experimenting with an Evaluation Framework for Imbalanced Data Learning (EFIDL)
  26 Jan 2023 0 repositories listed
• Imbalanced Classification In Faulty Turbine Data: New Proximal Policy Optimization
  10 Jan 2023 0 repositories listed
• RLAS-BIABC: A Reinforcement Learning-Based Answer Selection Using the BERT Model Boosted by an Improved ABC Algorithm
  7 Jan 2023 0 repositories listed
• Improving Multi-class Classifier Using Likelihood Ratio Estimation with Regularization
  28 Oct 2022 0 repositories listed
• Imbalanced Classification in Medical Imaging via Regrouping
  21 Oct 2022 0 repositories listed
• Improving the Intra-class Long-tail in 3D Detection via Rare Example Mining
  15 Oct 2022 0 repositories listed
• Importance Tempering: Group Robustness for Overparameterized Models
  19 Sep 2022 0 repositories listed
• ASTra: A Novel Algorithm-Level Approach to Imbalanced Classification
  4 Sep 2022 0 repositories listed
• Latent Preserving Generative Adversarial Network for Imbalance classification
  4 Sep 2022 0 repositories listed
• Tradeoffs in Resampling and Filtering for Imbalanced Classification
  31 Aug 2022 0 repositories listed
• Enhancement Encoding: A Novel Imbalanced Classification Approach via Encoding the Training Labels
  23 Aug 2022 0 repositories listed
• Open Long-Tailed Recognition in a Dynamic World
  17 Aug 2022 0 repositories listed
• Learning to Re-weight Examples with Optimal Transport for Imbalanced Classification
  5 Aug 2022 0 repositories listed
• Distribution Learning Based on Evolutionary Algorithm Assisted Deep Neural Networks for Imbalanced Image Classification
  26 Jul 2022 0 repositories listed
• ANEC: An Amharic Named Entity Corpus and Transformer Based Recognizer
  2 Jul 2022 0 repositories listed
• On how to avoid exacerbating spurious correlations when models are overparameterized
  25 Jun 2022 0 repositories listed
• Learning Towards the Largest Margins
  23 Jun 2022 0 repositories listed
• Primal Estimated Subgradient Solver for SVM for Imbalanced Classification
  19 Jun 2022 0 repositories listed
• Phased Progressive Learning with Coupling-Regulation-Imbalance Loss for Imbalanced Data Classification
  24 May 2022 0 repositories listed
• Why does Throwing Away Data Improve Worst-Group Error?
  23 May 2022 0 repositories listed
• Automated Imbalanced Classification via Layered Learning
  5 May 2022 0 repositories listed
• A Comparison of Approaches for Imbalanced Classification Problems in the Context of Retrieving Relevant Documents for an Analysis
  3 May 2022 0 repositories listed
• Improving the Robustness of Federated Learning for Severely Imbalanced Datasets
  28 Apr 2022 0 repositories listed
• Handling Imbalanced Classification Problems With Support Vector Machines via Evolutionary Bilevel Optimization
  21 Apr 2022 0 repositories listed
• Imbalanced Classification via a Tabular Translation GAN
  19 Apr 2022 0 repositories listed
• Benchmarking Deep AUROC Optimization: Loss Functions and Algorithmic Choices
  27 Mar 2022 0 repositories listed
• Imbalanced Classification via Explicit Gradient Learning From Augmented Data
  21 Feb 2022 0 repositories listed
• Graph Neural Network with Curriculum Learning for Imbalanced Node Classification
  5 Feb 2022 0 repositories listed
• Cold Start Active Learning Strategies in the Context of Imbalanced Classification
  25 Jan 2022 0 repositories listed
• Multi-granularity Relabeled Under-sampling Algorithm for Imbalanced Data
  11 Jan 2022 0 repositories listed
• A Re-Balancing Strategy for Class-Imbalanced Classification Based on Instance Difficulty
  1 Jan 2022 0 repositories listed
• New Hard-thresholding Rules based on Data Splitting in High-dimensional Imbalanced Classification
  5 Nov 2021 0 repositories listed
• Bayesian Imbalanced Regression Debiasing
  29 Sep 2021 0 repositories listed
• Lifting Imbalanced Regression with Self-Supervised Learning
  29 Sep 2021 0 repositories listed
• Multi-loss ensemble deep learning for chest X-ray classification
  29 Sep 2021 0 repositories listed
• The Unreasonable Effectiveness of the Final Batch Normalization Layer
  18 Sep 2021 0 repositories listed
• Under-bagging Nearest Neighbors for Imbalanced Classification
  1 Sep 2021 0 repositories listed
• Equity-Directed Bootstrapping: Examples and Analysis
  14 Aug 2021 0 repositories listed
• Deep Differential Amplifier for Extractive Summarization
  1 Aug 2021 0 repositories listed
• Deep Metric Learning Model for Imbalanced Fault Diagnosis
  8 Jul 2021 0 repositories listed
• MSE Loss with Outlying Label for Imbalanced Classification
  6 Jul 2021 0 repositories listed
• Momentum Accelerates the Convergence of Stochastic AUPRC Maximization
  2 Jul 2021 0 repositories listed
• White Paper Assistance: A Step Forward Beyond the Shortcut Learning
  8 Jun 2021 0 repositories listed
• GMOTE: Gaussian based minority oversampling technique for imbalanced classification adapting tail probability of outliers
  9 May 2021 0 repositories listed
• A Minimax Probability Machine for Non-Decomposable Performance Measures
  28 Feb 2021 0 repositories listed
• Provably Training Overparameterized Neural Network Classifiers with Non-convex Constraints
  30 Dec 2020 0 repositories listed
• ReMix: Calibrated Resampling for Class Imbalance in Deep learning
  3 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
• Improving Model Accuracy for Imbalanced Image Classification Tasks by Adding a Final Batch Normalization Layer: An Empirical Study
  12 Nov 2020 0 repositories listed
• Nonlinear Monte Carlo Method for Imbalanced Data Learning
  27 Oct 2020 0 repositories listed
• Oversampling Tabular Data with Deep Generative Models: Is it worth the effort?
  19 Oct 2020 0 repositories listed
• Weakly Supervised-Based Oversampling for High Imbalance and High Dimensionality Data Classification
  29 Sep 2020 0 repositories listed
• Towards Stable Imbalanced Data Classification via Virtual Big Data Projection
  23 Aug 2020 0 repositories listed
• Counterfactual-based minority oversampling for imbalanced classification
  21 Aug 2020 0 repositories listed
• Minority Class Oversampling for Tabular Data with Deep Generative Models
  7 May 2020 0 repositories listed
• Deep Synthetic Minority Over-Sampling Technique
  22 Mar 2020 0 repositories listed
• CNN-based Repetitive self-revised learning for photos' aesthetics imbalanced classification
  6 Mar 2020 0 repositories listed
• Imbalanced classification: a paradigm-based review
  11 Feb 2020 0 repositories listed
• Infrequent adverse event prediction in low carbon energy production using machine learning
  19 Jan 2020 0 repositories listed
• Smart Data driven Decision Trees Ensemble Methodology for Imbalanced Big Data
  16 Jan 2020 0 repositories listed
• A Self-Adaptive Synthetic Over-Sampling Technique for Imbalanced Classification
  25 Nov 2019 0 repositories listed
• Privacy-preserving Federated Bayesian Learning of a Generative Model for Imbalanced Classification of Clinical Data
  18 Oct 2019 0 repositories listed
• Generative Adversarial Networks for Failure Prediction
  4 Oct 2019 0 repositories listed
• Revisiting Classical Bagging with Modern Transfer Learning for On-the-fly Disaster Damage Detector
  4 Oct 2019 0 repositories listed
• Stochastic Proximal AUC Maximization
  14 Jun 2019 0 repositories listed
• CRCEN: A Generalized Cost-sensitive Neural Network Approach for Imbalanced Classification
  10 Jun 2019 0 repositories listed
• Personalized Colorectal Cancer Survivability Prediction with Machine Learning Methods
  12 Jan 2019 0 repositories listed
• Prototypical Metric Transfer Learning for Continuous Speech Keyword Spotting With Limited Training Data
  12 Jan 2019 0 repositories listed
• Adversarial Classifier for Imbalanced Problems
  21 Nov 2018 0 repositories listed
• Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning
  29 Oct 2018 0 repositories listed
• Superensemble Classifier for Improving Predictions in Imbalanced Datasets
  25 Oct 2018 0 repositories listed
• Deep Learning using K-space Based Data Augmentation for Automated Cardiac MR Motion Artefact Detection
  15 Aug 2018 0 repositories listed
• Robust Tracking via Weighted Online Extreme Learning Machine
  26 Jul 2018 0 repositories listed
• Instance-based entropy fuzzy support vector machine for imbalanced data
  11 Jul 2018 0 repositories listed
• Stochastic Proximal Algorithms for AUC Maximization
  1 Jul 2018 0 repositories listed
• A Cost-Sensitive Deep Belief Network for Imbalanced Classification
  28 Apr 2018 0 repositories listed
• QUB at SemEval-2017 Task 6: Cascaded Imbalanced Classification for Humor Analysis in Twitter
  1 Aug 2017 0 repositories listed
• Influence of Resampling on Accuracy of Imbalanced Classification
  12 Jul 2017 0 repositories listed
• The Prediction Advantage: A Universally Meaningful Performance Measure for Classification and Regression
  23 May 2017 0 repositories listed

Syntology lines on 1 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.