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Binary Classification

Papers

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Showing 401–450 of 2574 papers

TitleStatusHype
Improving State-of-the-Art in One-Class Classification by Leveraging Unlabeled DataCode0
Bayesian quantile additive regression treesCode0
Bayesian regression and BitcoinCode0
Inferring Distributions Over Depth from a Single ImageCode0
Differentially Private Fair Binary ClassificationsCode0
Detection of Human and Machine-Authored Fake News in UrduCode0
Interpretable Multi Labeled Bengali Toxic Comments Classification using Deep LearningCode0
Interpreting LSTM Prediction on Solar Flare Eruption with Time-series ClusteringCode0
AdaBoost and robust one-bit compressed sensingCode0
Detecting harassment and defamation in cyberbullying with emotion-adaptive trainingCode0
Discriminative Active LearningCode0
Evolutionary Multitasking AUC OptimizationCode0
Graph-based Clustering for Detecting Semantic Change Across Time and LanguagesCode0
Investigating Large Language Models for Complex Word Identification in Multilingual and Multidomain SetupsCode0
Dermoscopic Dark Corner Artifacts Removal: Friend or Foe?Code0
Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray DataCode0
On double-descent in uncertainty quantification in overparametrized modelsCode0
Keeping up with dynamic attackers: Certifying robustness to adaptive online data poisoningCode0
A Baseline for Shapley Values in MLPs: from Missingness to NeutralityCode0
BERT based Transformers lead the way in Extraction of Health Information from Social MediaCode0
Deep Transfer Learning for Static Malware ClassificationCode0
Learning by Minimizing the Sum of Ranked RangeCode0
Deep Generative Learning via Variational Gradient FlowCode0
Active Learning via Classifier Impact and Greedy Selection for Interactive Image RetrievalCode0
Deep Neural Network as an alternative to Boosted Decision Trees for PIDCode0
Learning Deep Tree-based Retriever for Efficient Recommendation: Theory and MethodCode0
Decorrelation using Optimal TransportCode0
DEDPUL: Difference-of-Estimated-Densities-based Positive-Unlabeled LearningCode0
Accelerating Genetic Programming using GPUsCode0
Beyond temperature scaling: Obtaining well-calibrated multiclass probabilities with Dirichlet calibrationCode0
Assigning Species Information to Corresponding Genes by a Sequence Labeling FrameworkCode0
Decision-centric fairness: Evaluation and optimization for resource allocation problemsCode0
A New Dataset and Methodology for Malicious URL ClassificationCode0
Biased Binary Attribute Classifiers Ignore the Majority ClassesCode0
Biased Heritage: How Datasets Shape Models in Facial Expression RecognitionCode0
Biased Hypothesis Formation From Projection PursuitCode0
Bias Mitigation in Machine Translation Quality EstimationCode0
Leveraging Large Language Models to Address Data Scarcity in Machine Learning: Applications in Graphene SynthesisCode0
DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream TasksCode0
Bilingual Dual-Head Deep Model for Parkinson's Disease Detection from SpeechCode0
Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective AnnotationsCode0
Assessing The Impact of CNN Auto Encoder-Based Image Denoising on Image Classification TasksCode0
Active Learning for Non-Parametric Regression Using Purely Random TreesCode0
DACCORD : un jeu de données pour la Détection Automatique d'énonCés COntRaDictoires en françaisCode0
Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated TextCode0
LLSF - Learning Label Specific Features for Multi-Label ClassifcationCode0
Deep Face Forgery DetectionCode0
Binary Classification from Multiple Unlabeled Datasets via Surrogate Set ClassificationCode0
Cross-Language Learning for Program Classification using Bilateral Tree-Based Convolutional Neural NetworksCode0
AILS-NTUA at SemEval-2024 Task 6: Efficient model tuning for hallucination detection and analysisCode0
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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