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Binary Classification

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Showing 651–700 of 2574 papers

TitleStatusHype
Convex Fairness Constrained Model Using Causal Effect Estimators—0
Convexifying Sparse Interpolation with Infinitely Wide Neural Networks: An Atomic Norm Approach—0
A termination criterion for stochastic gradient descent for binary classification—0
Convolutional Neural Networks for Epileptic Seizure Prediction—0
Convolutional neural networks model improvements using demographics and image processing filters on chest x-rays—0
Co-occurring Diseases Heavily Influence the Performance of Weakly Supervised Learning Models for Classification of Chest CT—0
cOOpD: Reformulating COPD classification on chest CT scans as anomaly detection using contrastive representations—0
Copiloting Diagnosis of Autism in Real Clinical Scenarios via LLMs—0
Coronary Artery Disease Classification with Different Lesion Degree Ranges based on Deep Learning—0
A topic-based sentence representation for extractive text summarization—0
Correlated Feature Aggregation by Region Helps Distinguish Aggressive from Indolent Clear Cell Renal Cell Carcinoma Subtypes on CT—0
Corruption Robust Active Learning—0
A Transformer-Based Framework for Payload Malware Detection and Classification—0
Cost Sensitive Learning in the Presence of Symmetric Label Noise—0
Attention-Based Methods For Audio Question Answering—0
Counterfactual Explanations via Latent Space Projection and Interpolation—0
Deep Learning Approaches for Blood Disease Diagnosis Across Hematopoietic Lineages—0
Attention with Trained Embeddings Provably Selects Important Tokens—0
COVID-19 Detection Using Slices Processing Techniques and a Modified Xception Classifier from Computed Tomography Images—0
Attribute-Enhanced Similarity Ranking for Sparse Link Prediction—0
Deep Learning Based Analysis of Prostate Cancer from MP-MRI—0
Comparative Analysis of Efficient Adapter-Based Fine-Tuning of State-of-the-Art Transformer Models—0
CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks—0
Attribution analysis of legal language as used by LLM—0
A gradient-based variable selection for binary classification in reproducing kernel Hilbert space—0
Critical Review for One-class Classification: recent advances and the reality behind them—0
Cross-Entropy Loss and Low-Rank Features Have Responsibility for Adversarial Examples—0
Cross-Entropy Loss Leads To Poor Margins—0
A Turing Test for Transparency—0
A MapReduce based distributed SVM algorithm for binary classification—0
A Turkish Hate Speech Dataset and Detection System—0
DeepTopPush: Simple and Scalable Method for Accuracy at the Top—0
Cross-Subject Depression Level Classification Using EEG Signals with a Sample Confidence Method—0
Crowd Scene Analysis using Deep Learning Techniques—0
Binary Classification with XOR Queries: Fundamental Limits and An Efficient Algorithm—0
Crowdsourcing with Sparsely Interacting Workers—0
CruzAffect at AffCon 2019 Shared Task: A feature-rich approach to characterize happiness—0
CSAGC-IDS: A Dual-Module Deep Learning Network Intrusion Detection Model for Complex and Imbalanced Data—0
CS-UM6P at SemEval-2021 Task 7: Deep Multi-Task Learning Model for Detecting and Rating Humor and Offense—0
CT-based COVID-19 Triage: Deep Multitask Learning Improves Joint Identification and Severity Quantification—0
CTRQNets & LQNets: Continuous Time Recurrent and Liquid Quantum Neural Networks—0
Curating corpora with classifiers: A case study of clean energy sentiment online—0
Active Heteroscedastic Regression—0
Cyberbullying Detection Using Deep Neural Network from Social Media Comments in Bangla Language—0
Communication-Efficient Distributed Optimization of Self-Concordant Empirical Loss—0
Communication-Efficient, 2D Parallel Stochastic Gradient Descent for Distributed-Memory Optimization—0
A Univariate Bound of Area Under ROC—0
A Methodology for Player Modeling based on Machine Learning—0
DaLAJ - a dataset for linguistic acceptability judgments for Swedish: Format, baseline, sharing—0
Estimating a sharp convergence bound for randomized ensembles—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