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Binary Classification

Papers

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Showing 2051–2100 of 2574 papers

TitleStatusHype
Multi-task Learning For Detecting and Segmenting Manipulated Facial Images and VideosCode0
Binary Classification using Pairs of Minimum Spanning Trees or N-ary Trees—0
Online Active Learning of Reject Option Classifiers—0
Leveraging Labeled and Unlabeled Data for Consistent Fair Binary ClassificationCode0
Balanced off-policy evaluation in general action spaces—0
Inductive Bias of Gradient Descent based Adversarial Training on Separable Data—0
From Caesar Cipher to Unsupervised Learning: A New Method for Classifier Parameter Estimation—0
SC-UPB at the VarDial 2019 Evaluation Campaign: Moldavian vs. Romanian Cross-Dialect Topic Identification—0
The R2I\_LIS Team Proposes Majority Vote for VarDial's MRC Task—0
CLPsych2019 Shared Task: Predicting Suicide Risk Level from Reddit Posts on Multiple Forums—0
JCTDHS at SemEval-2019 Task 5: Detection of Hate Speech in Tweets using Deep Learning Methods, Character N-gram Features, and Preprocessing Methods—0
NLP@UIOWA at SemEval-2019 Task 6: Classifying the Crass using Multi-windowed CNNs—0
Spider-Jerusalem at SemEval-2019 Task 4: Hyperpartisan News Detection—0
Team Kit Kittredge at SemEval-2019 Task 4: LSTM Voting System—0
Active Learning for Binary Classification with Abstention—0
Orthogonal Decomposition Network for Pixel-Wise Binary Classification—0
Improving Open Information Extraction via Iterative Rank-Aware LearningCode0
Optimized Score Transformation for Consistent Fair Classification—0
Transient-evoked otoacoustic emission signals predicting outcomes of acute sensorineural hearing loss in patients with Meniere's Disease—0
Deep multi-class learning from label proportions—0
MaxiMin Active Learning in Overparameterized Model Classes—0
Zeroth-Order Stochastic Alternating Direction Method of Multipliers for Nonconvex Nonsmooth Optimization—0
Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification—0
Single neuron-based neural networks are as efficient as dense deep neural networks in binary and multi-class recognition problems—0
On a scalable problem transformation method for multi-label learning—0
Best-scored Random Forest Classification—0
The advantages of multiple classes for reducing overfitting from test set reuse—0
Optimizing Shallow Networks for Binary Classification—0
Binary Classification with Bounded Abstention Rate—0
A Non-Intrusive Method of Face Liveness Detection Using Specular Reflection and Local Binary Patterns—0
Adaptive surrogate models for parametric studies—0
Hadamard Matrix Guided Online HashingCode0
Decision Making with Machine Learning and ROC Curves—0
Matrix Product State Based Quantum Classifier—0
Semantic Matching of Documents from Heterogeneous Collections: A Simple and Transparent Method for Practical Applications—0
An ADMM Based Framework for AutoML Pipeline Configuration—0
Cross-Entropy Loss Leads To Poor Margins—0
Encoding Categorical Variables with Conjugate Bayesian Models for WeWork Lead Scoring Engine—0
Asymmetric Impurity Functions, Class Weighting, and Optimal Splits for Binary Classification Trees—0
Semantic Matching of Documents from Heterogeneous Collections: A Simple and Transparent Method for Practical ApplicationsCode0
Computer-aided diagnosis in histopathological images of the endometrium using a convolutional neural network and attention mechanismsCode0
Probabilistic Kernel Support Vector Machines—0
wav2vec: Unsupervised Pre-training for Speech RecognitionCode1
Deep Learning the EEG Manifold for Phonological Categorization from Active Thoughts—0
Processing Tweets for Cybersecurity Threat Awareness—0
Learning Affective Correspondence between Music and Image—0
Privacy-preserving Active Learning on Sensitive Data for User Intent Classification—0
Robustness of Neural Networks to Parameter Quantization—0
Exploiting Synthetically Generated Data with Semi-Supervised Learning for Small and Imbalanced Datasets—0
Semi-Parametric Uncertainty Bounds for 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