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Binary Classification

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Showing 1601–1650 of 2574 papers

TitleStatusHype
A Minimax Probability Machine for Non-Decomposable Performance Measures—0
BERT-based Acronym Disambiguation with Multiple Training Strategies—0
The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates—0
A Stochastic Optimization Framework for Fair Risk MinimizationCode1
Learning High-Order Interactions via Targeted Pattern Search—0
Automated Quality Assessment of Cognitive Behavioral Therapy Sessions Through Highly Contextualized Language Representations—0
Approximate Knowledge Graph Query Answering: From Ranking to Binary Classification—0
Expanding boundaries of Gap Safe screeningCode0
Constrained Optimization to Train Neural Networks on Critical and Under-Represented ClassesCode1
Intrapapillary Capillary Loop Classification in Magnification Endoscopy: Open Dataset and Baseline MethodologyCode0
Link Prediction Approach to Recommender Systems—0
StatEcoNet: Statistical Ecology Neural Networks for Species Distribution ModelingCode0
BORE: Bayesian Optimization by Density-Ratio EstimationCode1
How Faithful is your Synthetic Data? Sample-level Metrics for Evaluating and Auditing Generative ModelsCode1
Data-Driven Logistic Regression Ensembles With Applications in Genomics—0
The MELODIC family for simultaneous binary logistic regression in a reduced spaceCode0
Don't Just Blame Over-parametrization for Over-confidence: Theoretical Analysis of Calibration in Binary Classification—0
A generalized quadratic loss for SVM and Deep Neural Networks—0
Sample Efficient Subspace-based Representations for Nonlinear Meta-Learning—0
Fairness Through Regularization for Learning to Rank—0
Machine Learning-Based Approaches For Breast Cancer Detection in Microwave ImagingCode0
Faster Maximum Feasible Subsystem Solutions for Dense Constraint Matrices—0
Classifier Calibration: with application to threat scores in cybersecurityCode0
Estimation and Applications of Quantiles in Deep Binary ClassificationCode0
Binary Classification from Multiple Unlabeled Datasets via Surrogate Set ClassificationCode0
Fast rates in structured prediction—0
A Novel Approach for Classification and Forecasting of Time Series in Particle Accelerators—0
A Petri Dish for Histopathology Image Analysis—0
Malware Detection Using Frequency Domain-Based Image Visualization and Deep LearningCode1
Gigapixel Histopathological Image Analysis using Attention-based Neural NetworksCode1
Classification of fNIRS Data Under Uncertainty: A Bayesian Neural Network Approach—0
Towards Searching Efficient and Accurate Neural Network Architectures in Binary Classification ProblemsCode0
Evaluating Online and Offline Accuracy Traversal Algorithms for k-Complete Neural Network ArchitecturesCode0
Fundamental Tradeoffs in Distributionally Adversarial Training—0
Walk in Wild: An Ensemble Approach for Hostility Detection in Hindi Posts—0
TUDublin team at Constraint@AAAI2021 -- COVID19 Fake News Detection—0
Deep Adversarial Inconsistent Cognitive Sampling for Multi-view Progressive Subspace Clustering—0
An Experimental Analysis of Attack Classification Using Machine Learning in IoT Networks—0
Combating Hostility: Covid-19 Fake News and Hostile Post Detection in Social MediaCode0
Task Adaptive Pretraining of Transformers for Hostility Detection—0
Machine learning classification of non-Markovian noise disturbing quantum dynamicsCode0
A Symmetric Loss Perspective of Reliable Machine Learning—0
Anomaly Recognition from surveillance videos using 3D Convolutional Neural Networks—0
Adaptive Curriculum Learning—0
Distribution Embedding Network for Meta-Learning with Variable-Length Input—0
AE-SMOTE: A Multi-Modal Minority Oversampling Framework—0
Learning One-hidden-layer Neural Networks on Gaussian Mixture Models with Guaranteed Generalizability—0
AUL is a better optimization metric in PU learning—0
Analysing Features Learned Using Unsupervised Models on Program Embeddings—0
Improving Sequence Generative Adversarial Networks with Feature Statistics Alignment—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