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Binary Classification

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Showing 1651–1700 of 2574 papers

TitleStatusHype
Testing for Normality with Neural Networks—0
Text Classification of the Precursory Accelerating Seismicity Corpus: Inference on some Theoretical Trends in Earthquake Predictability Research from 1988 to 2018—0
TextMountain: Accurate Scene Text Detection via Instance Segmentation—0
Textual Data Mining for Financial Fraud Detection: A Deep Learning Approach—0
TF-IDFC-RF: A Novel Supervised Term Weighting Scheme—0
ThangDLU at #SMM4H 2024: Encoder-decoder models for classifying text data on social disorders in children and adolescents—0
The advantages of multiple classes for reducing overfitting from test set reuse—0
The Adversarial Consistency of Surrogate Risks for Binary Classification—0
The Consistency of Adversarial Training for Binary Classification—0
The Distracting Effect: Understanding Irrelevant Passages in RAG—0
The Double Descent Behavior in Two Layer Neural Network for Binary Classification—0
The Dynamics of Learning: A Random Matrix Approach—0
Estimating the Arc Length of the Optimal ROC Curve and Lower Bounding the Maximal AUC—0
The Financial Document Causality Detection Shared Task (FinCausal 2020)—0
The Generalization Error of Stochastic Mirror Descent on Over-Parametrized Linear Models—0
The Geometry of Adversarial Training in Binary Classification—0
The Impact of an XAI-Augmented Approach on Binary Classification with Scarce Data—0
The Implicit Bias of Batch Normalization in Linear Models and Two-layer Linear Convolutional Neural Networks—0
The Implicit Bias of Gradient Descent on Separable Multiclass Data—0
Influence of Utterance and Speaker Characteristics on the Classification of Children with Cleft Lip and Palate—0
The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates—0
The Knowledge Gradient with Logistic Belief Models for Binary Classification—0
The Landscape of Empirical Risk for Non-convex Losses—0
The late-stage training dynamics of (stochastic) subgradient descent on homogeneous neural networks—0
The Law of Total Odds—0
The Logistic Network Lasso—0
The Munich Biovoice Corpus: Effects of Physical Exercising, Heart Rate, and Skin Conductance on Human Speech Production—0
The Notary in the Haystack -- Countering Class Imbalance in Document Processing with CNNs—0
The Offset Tree for Learning with Partial Labels—0
The Optimal Input-Independent Baseline for Binary Classification: The Dutch Draw—0
Theoretical Behavior of XAI Methods in the Presence of Suppressor Variables—0
Theoretical Insights Into Multiclass Classification: A High-dimensional Asymptotic View—0
Theory IIIb: Generalization in Deep Networks—0
Theory of Curriculum Learning, with Convex Loss Functions—0
The Partial Response Network: a neural network nomogram—0
The Performance Analysis of Generalized Margin Maximizers on Separable Data—0
The Performance Analysis of Generalized Margin Maximizer (GMM) on Separable Data—0
The Potential of Quantum Techniques for Stock Price Prediction—0
The Quantum Version of Prediction for Binary Classification Problem by Ensemble Methods—0
The R2I\_LIS Team Proposes Majority Vote for VarDial's MRC Task—0
The Randomness of Input Data Spaces is an A Priori Predictor for Generalization—0
The Report on China-Spain Joint Clinical Testing for Rapid COVID-19 Risk Screening by Eye-region Manifestations—0
The Rich and the Simple: On the Implicit Bias of Adam and SGD—0
The role of data-induced randomness in quantum machine learning classification tasks—0
The Sample Complexity of Semi-Supervised Learning with Nonparametric Mixture Models—0
The Sampling-and-Learning Framework: A Statistical View of Evolutionary Algorithms—0
The stochastic multi-gradient algorithm for multi-objective optimization and its application to supervised machine learning—0
The Structured Abstain Problem and the Lovász Hinge—0
The Success of AdaBoost and Its Application in Portfolio Management—0
The UPC Speaker Verification System Submitted to VoxCeleb Speaker Recognition Challenge 2020 (VoxSRC-20)—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