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Binary Classification

Papers

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Showing 801–850 of 2574 papers

TitleStatusHype
Multilingual Bias Detection and Mitigation for Indian Languages—0
On support vector machines under a multiple-cost scenario—0
Cluster-based classification with neural ODEs via control—0
Deep Learning Based Face Recognition Method using Siamese Network—0
Metalearning with Very Few Samples Per Task—0
A low-cost PPG sensor-based empirical study on healthy aging based on changes in PPG morphology—0
Assaying on the Robustness of Zero-Shot Machine-Generated Text DetectorsCode0
Leveraging the Urysohn Lemma of Topology for an Enhanced Binary ClassifierCode0
Enhancing Edge Intelligence with Highly Discriminant LNT Features—0
Comprehensive Validation on Reweighting Samples for Bias Mitigation via AIF360—0
Advancing Image Retrieval with Few-Shot Learning and Relevance FeedbackCode0
Harnessing Inherent Noises for Privacy Preservation in Quantum Machine Learning—0
Country-Scale Cropland Mapping in Data-Scarce Settings Using Deep Learning: A Case Study of NigeriaCode0
Optimization meets Machine Learning: An Exact Algorithm for Semi-Supervised Support Vector MachinesCode0
Low-resource classification of mobility functioning information in clinical sentences using large language models—0
High-throughput Biomedical Relation Extraction for Semi-Structured Web Articles Empowered by Large Language Models—0
Data-driven optimal stopping: A pure exploration analysis—0
COVID-19 Detection Using Slices Processing Techniques and a Modified Xception Classifier from Computed Tomography Images—0
Mitigating Nonlinear Algorithmic Bias in Binary Classification—0
A Brief Tutorial on Sample Size Calculations for Fairness AuditsCode0
Improving Bias Mitigation through Bias Experts in Natural Language UnderstandingCode0
SRTransGAN: Image Super-Resolution using Transformer based Generative Adversarial Network—0
New Evaluation Metrics Capture Quality Degradation due to LLM Watermarking—0
Revisiting Non-separable Binary Classification and its Applications in Anomaly DetectionCode0
Towards Transparency in Coreference Resolution: A Quantum-Inspired ApproachCode0
Z_2 Z_2 Equivariant Quantum Neural Networks: Benchmarking against Classical Neural NetworksCode0
Mavericks at ArAIEval Shared Task: Towards a Safer Digital Space -- Transformer Ensemble Models Tackling Deception and Persuasion—0
Automated interpretation of congenital heart disease from multi-view echocardiograms—0
Unified Binary and Multiclass Margin-Based Classification—0
Neural Network Based Approach to Recognition of Meteor Tracks in the Mini-EUSO Telescope Data—0
Leveraging Uncertainty Estimates To Improve Classifier Performance—0
Explicit Change Relation Learning for Change Detection in VHR Remote Sensing ImagesCode0
Training A Multi-stage Deep Classifier with Feedback Signals—0
The AeroSonicDB (YPAD-0523) Dataset for Acoustic Detection and Classification of AircraftCode0
Reframing Audience Expansion through the Lens of Probability Density EstimationCode0
Regression with Cost-based Rejection—0
Obtaining Explainable Classification Models using Distributionally Robust Optimization—0
Regularized Linear Regression for Binary Classification—0
A Bi-level Framework for Traffic Accident Duration Prediction: Leveraging Weather and Road Condition Data within a Practical Optimum Pipeline—0
Assessing Upper Limb Motor Function in the Immediate Post-Stroke Perioud Using Accelerometry—0
Breaking the Token Barrier: Chunking and Convolution for Efficient Long Text Classification with BERT—0
Topology Recoverability Prediction for Ad-Hoc Robot Networks: A Data-Driven Fault-Tolerant Approach—0
Early Detection of Depression and Eating Disorders in Spanish: UNSL at MentalRiskES 2023—0
Apple Tasting: Combinatorial Dimensions and Minimax Rates—0
Translating away Translationese without Parallel Data—0
Generative AI for Software Metadata: Overview of the Information Retrieval in Software Engineering Track at FIRE 2023—0
''Fifty Shades of Bias'': Normative Ratings of Gender Bias in GPT Generated English Text—0
19 Parameters Is All You Need: Tiny Neural Networks for Particle PhysicsCode0
Modality Dropout for Multimodal Device Directed Speech Detection using Verbal and Non-Verbal Features—0
Detecting and Mitigating Algorithmic Bias in Binary Classification using Causal Modeling—0
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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