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Binary Classification

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Showing 1601–1650 of 2574 papers

TitleStatusHype
Stochastic Optimization for Machine Learning—0
Stochastic Quasi-Newton Methods for Nonconvex Stochastic Optimization—0
Strategic Littlestone Dimension: Improved Bounds on Online Strategic Classification—0
Streaming algorithms for evaluating noisy judges on unlabeled data -- binary classification—0
Streaming Bayesian Inference for Crowdsourced Classification—0
Strongly universally consistent nonparametric regression and classification with privatised data—0
Studying the Robustness of Anti-adversarial Federated Learning Models Detecting Cyberattacks in IoT Spectrum Sensors—0
Subclass Knowledge Distillation with Known Subclass Labels—0
Subject-independent Classification of Meditative State from the Resting State using EEG—0
SU-NLP at WNUT-2020 Task 2: The Ensemble Models—0
Fast rates in structured prediction—0
Super-fast rates of convergence for Neural Networks Classifiers under the Hard Margin Condition—0
Superficial Safety Alignment Hypothesis—0
Super-pixel cloud detection using Hierarchical Fusion CNN—0
Deep Superpixel Generation and Clustering for Weakly Supervised Segmentation of Brain Tumors in MR Images—0
Supersizing Self-supervision: Learning to Grasp from 50K Tries and 700 Robot Hours—0
Supersparse Linear Integer Models for Predictive Scoring Systems—0
Supervised learning through the lens of compression—0
Supervised Machine Learning Techniques for Trojan Detection with Ring Oscillator Network—0
Supervised Rhyme Detection with Siamese Recurrent Networks—0
Support Vector Machine Classifier via L_0/1 Soft-Margin Loss—0
Support Vector Machines with a Reject Option—0
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms—0
Surrogate regret bounds for generalized classification performance metrics—0
Survey & Experiment: Towards the Learning Accuracy—0
SWaT: Statistical Modeling of Video Watch Time through User Behavior Analysis—0
Symmetric and antisymmetric properties of solutions to kernel-based machine learning problems—0
Symmetric Perception and Ordinal Regression for Detecting Scoliosis Natural Image—0
Synergistic eigenanalysis of covariance and Hessian matrices for enhanced binary classification—0
Syntactically Aware Neural Architectures for Definition Extraction—0
Synthesising Multi-Modal Minority Samples for Tabular Data—0
Synthetic Reduced Nearest Neighbor Model for Regression—0
Synthetic Voice Detection and Audio Splicing Detection using SE-Res2Net-Conformer Architecture—0
Systematic Evaluation of Synthetic Data Augmentation for Multi-class NetFlow Traffic—0
Audio Deepfake Attribution: An Initial Dataset and Investigation—0
System Report for CCL24-Eval Task 7: Multi-Error Modeling and Fluency-Targeted Pre-training for Chinese Essay Evaluation—0
Robust Adversarial Classification via Abstaining—0
TAPAS at SemEval-2021 Task 9: Reasoning over tables with intermediate pre-training—0
Target-Speaker Voice Activity Detection: a Novel Approach for Multi-Speaker Diarization in a Dinner Party Scenario—0
TartuNLP @ AXOLOTL-24: Leveraging Classifier Output for New Sense Detection in Lexical Semantics—0
Task Adaptive Pretraining of Transformers for Hostility Detection—0
Task-Aware Representation of Sentences for Generic Text Classification—0
1024m at SMM4H 2024: Tasks 3, 5 & 6 -- Ensembles of Transformers and Large Language Models for Medical Text Classification—0
Task-Specific Activation Functions for Neuroevolution using Grammatical Evolution—0
Team “DaDeFrNi” at CASE 2021 Task 1: Document and Sentence Classification for Protest Event Detection—0
Team\_KGP at SemEval-2021 Task 7: A Deep Neural System to Detect Humor and Offense with Their Ratings in the Text Data—0
Team Kit Kittredge at SemEval-2019 Task 4: LSTM Voting System—0
Team Stanford ACMLab at SemEval 2022 Task 4: Textual Analysis of PCL Using Contextual Word Embeddings—0
TECHSSN at SemEval-2021 Task 7: Humor and Offense detection and classification using ColBERT embeddings—0
Tempo estimation as fully self-supervised binary classification—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