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Binary Classification

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Showing 2351–2400 of 2574 papers

TitleStatusHype
High-dimensional classification by sparse logistic regressionCode0
Ensembles of phalanxes across assessment metrics for robust ranking of homologous proteins—0
Crowdsourcing with Sparsely Interacting Workers—0
Classifying Documents within Multiple Hierarchical Datasets using Multi-Task Learning—0
Fast Single-Class Classification and the Principle of Logit SeparationCode0
Learning with Average Top-k Loss—0
The Marginal Value of Adaptive Gradient Methods in Machine LearningCode0
An Asynchronous Distributed Framework for Large-scale Learning Based on Parameter Exchanges—0
Data-adaptive Active Sampling for Efficient Graph-Cognizant Classification—0
Context-aware stacked convolutional neural networks for classification of breast carcinomas in whole-slide histopathology images—0
Learning with Confident Examples: Rank Pruning for Robust Classification with Noisy LabelsCode0
Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts—0
An All-Pair Quantum SVM Approach for Big Data Multiclass Classification—0
Partial Face Detection in the Mobile Domain—0
A Computational Approach to Relative Aesthetics—0
A Multi-task Approach to Predict Likability of Books—0
Learning Similarity Functions for Pronunciation Variations—0
Uncertainty quantification in graph-based classification of high dimensional data—0
Linear classifier design under heteroscedasticity in Linear Discriminant Analysis—0
Random Forests and VGG-NET: An Algorithm for the ISIC 2017 Skin Lesion Classification Challenge—0
Don't Fear the Bit Flips: Optimized Coding Strategies for Binary Classification—0
NoScope: Optimizing Neural Network Queries over Video at ScaleCode0
Learning rates for classification with Gaussian kernels—0
Adaptive Neural Networks for Efficient InferenceCode0
Online Multiclass BoostingCode0
Exponentially vanishing sub-optimal local minima in multilayer neural networksCode0
On Detecting Adversarial PerturbationsCode0
A Modified Construction for a Support Vector Classifier to Accommodate Class Imbalances—0
Weakly Supervised Classification in High Energy Physics—0
Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text ClassificationCode0
Empirical Study of Drone Sound Detection in Real-Life Environment with Deep Neural NetworksCode0
On Reject and Refine Options in Multicategory Classification—0
SalGAN: Visual Saliency Prediction with Generative Adversarial NetworksCode0
Classification and Learning-to-rank Approaches for Cross-Device Matching at CIKM Cup 2016—0
Neural networks based EEG-Speech Models—0
Design of Data-Driven Mathematical Laws for Optimal Statistical Classification Systems—0
Nonparametric Bayesian label prediction on a graph—0
A temporal model for multiple sclerosis course evolution—0
Selective Annotation of Sentence Parts: Identification of Relevant Sub-sentential Units—0
CogALex-V Shared Task: GHHH - Detecting Semantic Relations via Word Embeddings—0
Supervised learning through the lens of compression—0
Adverse Drug Reaction Classification With Deep Neural Networks—0
Boosting with Abstention—0
Exploiting Unlabeled Data for Neural Grammatical Error Detection—0
What Can Be Predicted from Six Seconds of Driver Glances?—0
Text Classification Improved by Integrating Bidirectional LSTM with Two-dimensional Max PoolingCode0
Scalable Approximations for Generalized Linear Problems—0
Why comparing survival curves between two subgroups may be misleading—0
Predicting Domain Generation Algorithms with Long Short-Term Memory NetworksCode0
Auxiliary gradient-based sampling algorithmsCode0
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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