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Binary Classification

Papers

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Showing 2401–2450 of 2574 papers

TitleStatusHype
GaussianProcesses.jl: A Nonparametric Bayes package for the Julia LanguageCode0
Counterfactual Detection meets Transfer LearningCode0
Margin Optimal Classification TreesCode0
Co-Speech Gesture Detection through Multi-Phase Sequence LabelingCode0
Passive-Aggressive online learning with nonlinear embeddingsCode0
Brain Tumor Segmentation Based on Refined Fully Convolutional Neural Networks with A Hierarchical Dice LossCode0
CoRoSeOf - An Annotated Corpus of Romanian Sexist and Offensive TweetsCode0
Boosting Binary Optimization via Binary Classification: A Case Study of Job Shop SchedulingCode0
Patch-based Intuitive Multimodal Prototypes Network (PIMPNet) for Alzheimer's Disease classificationCode0
Matching Images and Text with Multi-modal Tensor Fusion and Re-rankingCode0
Z_2 Z_2 Equivariant Quantum Neural Networks: Benchmarking against Classical Neural NetworksCode0
Generative Adversarial Active Learning for Unsupervised Outlier DetectionCode0
A Brief Tutorial on Sample Size Calculations for Fairness AuditsCode0
PatchDEMUX: A Certifiably Robust Framework for Multi-label Classifiers Against Adversarial PatchesCode0
Patch-level Gaze Distribution Prediction for Gaze FollowingCode0
Generative Transfer Learning: Covid-19 Classification with a few Chest X-ray ImagesCode0
Genetic Programming and Gradient Descent: A Memetic Approach to Binary Image ClassificationCode0
Boosted Locality Sensitive Hashing: Discriminative Binary Codes for Source SeparationCode0
Geometric Inductive Biases of Deep Networks: The Role of Data and ArchitectureCode0
Geospatial Disparities: A Case Study on Real Estate Prices in ParisCode0
Convolutional Neural Network for Paraphrase IdentificationCode0
Pathological Regularization Regimes in Classification TasksCode0
McRock at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Multi-Channel CNN, Hybrid LSTM, DistilBERT and XLNetCode0
Contrastive Neural Ratio Estimation for Simulation-based InferenceCode0
MDDBranchNet: A Deep Learning Model for Detecting Major Depressive Disorder Using ECG SignalCode0
A Simple and Effective Framework for Pairwise Deep Metric LearningCode0
MeasureNet: Measurement Based Celiac Disease IdentificationCode0
Consistent Structured Prediction with Max-Min Margin Markov NetworksCode0
VISITRON: Visual Semantics-Aligned Interactively Trained Object-NavigatorCode0
Explanations Based on Item Response Theory (eXirt): A Model-Specific Method to Explain Tree-Ensemble Model in Trust PerspectiveCode0
Consistent algorithms for multi-label classification with macro-at-k metricsCode0
Transferable Class-Modelling for Decentralized Source Attribution of GAN-Generated ImagesCode0
Medical artificial intelligence toolbox (MAIT): an explainable machine learning framework for binary classification, survival modelling, and regression analysesCode0
Supporting supervised learning in fungal Biosynthetic Gene Cluster discovery: new benchmark datasetsCode0
Unfolding Local Growth Rate Estimates for (Almost) Perfect Adversarial DetectionCode0
Adapting multi-armed bandits policies to contextual bandits scenariosCode0
Penalizing Unfairness in Binary ClassificationCode0
Graph-based Clustering for Detecting Semantic Change Across Time and LanguagesCode0
Blackbox Post-Processing for Multiclass FairnessCode0
A Scalable Quantum Non-local Neural Network for Image ClassificationCode0
Window-Based Early-Exit Cascades for Uncertainty Estimation: When Deep Ensembles are More Efficient than Single ModelsCode0
Scaled Supervision is an Implicit Lipschitz RegularizerCode0
Transfer learning method in the problem of binary classification of chest X-raysCode0
Bayesian Approximate Kernel Regression with Variable SelectionCode0
Conclusive Local Interpretation Rules for Random ForestsCode0
Guided Quantum Compression for High Dimensional Data ClassificationCode0
Scaling Systematic Literature Reviews with Machine Learning PipelinesCode0
scBIT: Integrating Single-cell Transcriptomic Data into fMRI-based Prediction for Alzheimer's Disease DiagnosisCode0
Hadamard Matrix Guided Online HashingCode0
Minimax Optimal Fair Classification with Bounded Demographic DisparityCode0
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All datasetsfakekickstarterGlyphnet DatasetTII-SSRC-23

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98—Unverified
2LightGBM + OpenAI embeddingAUROC0.97—Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96—Unverified
4LightGBM + RoBERTa embeddingAUROC0.95—Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94—Unverified
6ResNet + RoBERTa embeddingAUROC0.93—Unverified
7ResNet + OpenAI embeddingAUROC0.92—Unverified
8FTTransformer + OpenAI embeddingAUROC0.91—Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81—Unverified
2Multimodal-Net All-TextAUROC0.8—Unverified
3ResNet + RoBERTa finetuneAUROC0.79—Unverified
4LightGBM + RoBERTa embeddingAUROC0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79—Unverified