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Binary Classification

Papers

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Showing 801–850 of 2574 papers

TitleStatusHype
Explainable Techniques for Analyzing Flow Cytometry Cell Transformers—0
Limits to Analog Reservoir Learning—0
Model Calibration in Dense Classification with Adaptive Label PerturbationCode0
Described Object Detection: Liberating Object Detection with Flexible ExpressionsCode1
Early Neuron Alignment in Two-layer ReLU Networks with Small Initialization—0
Explainable Depression Detection via Head Motion Patterns—0
The Imitation Game: Detecting Human and AI-Generated Texts in the Era of ChatGPT and BARDCode0
MORE: Measurement and Correlation Based Variational Quantum Circuit for Multi-classificationCode0
Finding Optimal Diverse Feature Sets with Alternative Feature SelectionCode0
FairMobi-Net: A Fairness-aware Deep Learning Model for Urban Mobility Flow Generation—0
A Novel Spatial-Temporal Variational Quantum Circuit to Enable Deep Learning on NISQ Devices—0
Detecting Throat Cancer from Speech Signals using Machine Learning: A Scoping Literature Review—0
Ord2Seq: Regarding Ordinal Regression as Label Sequence PredictionCode0
A benchmark of categorical encoders for binary classificationCode0
Exploring Binary Classification Loss For Speaker VerificationCode1
Integer Factorisation, Fermat & Machine Learning on a Classical Computer—0
Anomaly Detection in Automated Fibre Placement: Learning with Data Limitations—0
Handwritten and Printed Text Segmentation: A Signature Case Study—0
Fairness of ChatGPT and the Role Of Explainable-Guided PromptsCode0
cOOpD: Reformulating COPD classification on chest CT scans as anomaly detection using contrastive representations—0
Provable Multi-Task Representation Learning by Two-Layer ReLU Neural Networks—0
SecureFalcon: Are We There Yet in Automated Software Vulnerability Detection with LLMs?—0
Decorrelation using Optimal TransportCode0
DNAGPT: A Generalized Pre-trained Tool for Versatile DNA Sequence Analysis Tasks—0
On the sample complexity of parameter estimation in logistic regression with normal design—0
Policy Contrastive Imitation Learning—0
Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation—0
Universal Rates for Multiclass Learning—0
Optimal and Efficient Binary Questioning for Human-in-the-Loop Annotation—0
Online Learning and Solving Infinite Games with an ERM Oracle—0
DisPlacing Objects: Improving Dynamic Vehicle Detection via Visual Place Recognition under Adverse Conditions—0
A Framework for Identifying Depression on Social Media: MentalRiskES@IberLEF 2023Code0
Using Large Language Models to Provide Explanatory Feedback to Human Tutors—0
Beyond AUROC & co. for evaluating out-of-distribution detection performanceCode1
A Circuit Complexity Formulation of Algorithmic Information Theory—0
Kernel Support Vector Machine Classifiers with the _0-Norm Hinge Loss—0
Maintaining Plasticity in Deep Continual LearningCode2
Dermoscopic Dark Corner Artifacts Removal: Friend or Foe?Code0
A Model-free Closeness-of-influence Test for Features in Supervised Learning—0
The Implicit Bias of Batch Normalization in Linear Models and Two-layer Linear Convolutional Neural Networks—0
GlyphNet: Homoglyph domains dataset and detection using attention-based Convolutional Neural NetworksCode3
On Orderings of Probability Vectors and Unsupervised Performance EstimationCode0
Fairness in Multi-Task Learning via Wasserstein BarycentersCode0
Training shallow ReLU networks on noisy data using hinge loss: when do we overfit and is it benign?—0
Is the Volume of a Credal Set a Good Measure for Epistemic Uncertainty?—0
Hierarchical confusion matrix for classification performance evaluationCode0
Re-Benchmarking Pool-Based Active Learning for Binary ClassificationCode0
SQL2Circuits: Estimating Metrics for SQL Queries with a Quantum Natural Language Processing Method—0
NoCoLA: The Norwegian Corpus of Linguistic AcceptabilityCode0
Making Binary Classification from Multiple Unlabeled Datasets Almost Free of Supervision—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