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Binary Classification

Papers

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Showing 1701–1750 of 2574 papers

TitleStatusHype
Improving Machine Reading Comprehension with Single-choice Decision and Transfer Learning—0
Anomalous Sound Detection as a Simple Binary Classification Problem with Careful Selection of Proxy Outlier ExamplesCode1
Binary classification with ambiguous training data—0
Node-Centric Graph Learning from Data for Brain State Identification—0
NLP-PINGAN-TECH @ CL-SciSumm 2020—0
SU-NLP at WNUT-2020 Task 2: The Ensemble Models—0
NLPRL at WNUT-2020 Task 2: ELMo-based System for Identification of COVID-19 Tweets—0
DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream TasksCode0
Triage of Potential COVID-19 Patients from Chest X-ray Images using Hierarchical Convolutional Networks—0
Strongly universally consistent nonparametric regression and classification with privatised data—0
Weakly Supervised 3D Classification of Chest CT using Aggregated Multi-Resolution Deep Segmentation FeaturesCode1
Robustifying Binary Classification to Adversarial Perturbation—0
The Performance Analysis of Generalized Margin Maximizer (GMM) on Separable Data—0
Learning to Unknot—0
The UPC Speaker Verification System Submitted to VoxCeleb Speaker Recognition Challenge 2020 (VoxSRC-20)—0
Linear Predictive Coding for Acute Stress Prediction from Computer Mouse Movements—0
Using a Binary Classification Model to Predict the Likelihood of Enrolment to the Undergraduate Program of a Philippine University—0
Asymptotic Behavior of Adversarial Training in Binary Classification—0
One-vs.-One Mitigation of Intersectional Bias: A General Method to Extend Fairness-Aware Binary Classification—0
Dutch Humor Detection by Generating Negative Examples—0
Enforcing Interpretability and its Statistical Impacts: Trade-offs between Accuracy and Interpretability—0
Pairwise Representation Learning for Event Coreference—0
Precise Statistical Analysis of Classification Accuracies for Adversarial Training—0
How to Control the Error Rates of Binary Classifiers—0
GANs for learning from very high class conditional noisy labels—0
Efficient and Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire DetectionCode1
An Algorithm for Learning Smaller Representations of Models With Scarce DataCode1
A Deep Drift-Diffusion Model for Image Aesthetic Score Distribution Prediction—0
Enhancing the Identification of Cyberbullying through Participant Roles—0
XL-WiC: A Multilingual Benchmark for Evaluating Semantic ContextualizationCode0
EFSG: Evolutionary Fooling Sentences Generator—0
Learning Which Features Matter: RoBERTa Acquires a Preference for Linguistic Generalizations (Eventually)Code1
Neural Random Projection: From the Initial Task To the Input Similarity Problem—0
Scaling Systematic Literature Reviews with Machine Learning PipelinesCode0
Handling Imbalanced Data: A Case Study for Binary Class Problems—0
Conversion and Implementation of State-of-the-Art Deep Learning Algorithms for the Classification of Diabetic Retinopathy—0
Memory and Computation-Efficient Kernel SVM via Binary Embedding and Ternary Model Coefficients—0
Pointwise Binary Classification with Pairwise Confidence Comparisons—0
Learning by Minimizing the Sum of Ranked RangeCode0
Fairness in Machine Learning: A Survey—0
Clickbait Detection with Style-aware Title Modeling and Co-attention—0
Understanding tables with intermediate pre-training—0
imdpGAN: Generating Private and Specific Data with Generative Adversarial Networks—0
Testing for Normality with Neural Networks—0
Adaptive Gradient Methods Converge Faster with Over-Parameterization (and you can do a line-search)—0
Dynamically Stable Infinite-Width Limits of Neural Classifiers—0
RENT -- Repeated Elastic Net Technique for Feature SelectionCode0
Local Post-Hoc Explanations for Predictive Process Monitoring in Manufacturing—0
Expectation propagation on the diluted Bayesian classifier—0
Ensemble of Binary Classifiers Combined Using Recurrent Correlation Associative Memories—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