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Binary Classification

Papers

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Showing 2451–2500 of 2574 papers

TitleStatusHype
Discrete Rényi Classifiers—0
Learning Multi-Domain Convolutional Neural Networks for Visual TrackingCode0
A 'Gibbs-Newton' Technique for Enhanced Inference of Multivariate Polya Parameters and Topic Models—0
Transductive Optimization of Top k Precision—0
Stereo Matching by Training a Convolutional Neural Network to Compare Image PatchesCode1
Functional Frank-Wolfe Boosting for General Loss Functions—0
The Knowledge Gradient with Logistic Belief Models for Binary Classification—0
Boosting in the presence of outliers: adaptive classification with non-convex loss functions—0
Optimal Binary Classifier Aggregation for General LossesCode0
Supersizing Self-supervision: Learning to Grasp from 50K Tries and 700 Robot Hours—0
On Binary Classification with Single-Layer Convolutional Neural Networks—0
Multi-Task Learning with Group-Specific Feature Space SharingCode0
Neyman-Pearson Classification under High-Dimensional Settings—0
Bayesian Approximate Kernel Regression with Variable SelectionCode0
ALEVS: Active Learning by Statistical Leverage Sampling—0
Detecting single-trial EEG evoked potential using a wavelet domain linear mixed model: application to error potentials classification—0
On the Interpretability of Conditional Probability Estimates in the Agnostic Setting—0
Convergence Rates of Active Learning for Maximum Likelihood Estimation—0
Exploiting an Oracle that Reports AUC Scores in Machine Learning Contests—0
Learning with Symmetric Label Noise: The Importance of Being Unhinged—0
Some Open Problems in Optimal AdaBoost and Decision Stumps—0
Diffusion Methods for Classification with Pairwise Relationships—0
On the relation between accuracy and fairness in binary classification—0
Fuzzy Least Squares Twin Support Vector Machines—0
An Analysis of Active Learning With Uniform Feature Noise—0
Optimal Decision-Theoretic Classification Using Non-Decomposable Performance Metrics—0
Convolutional Neural Network for Paraphrase IdentificationCode0
Surrogate regret bounds for generalized classification performance metrics—0
Exploring Lexical, Syntactic, and Semantic Features for Chinese Textual Entailment in NTCIR RITE Evaluation Tasks—0
Active Model Aggregation via Stochastic Mirror Descent—0
Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm—0
Multi-Labeled Classification of Demographic Attributes of Patients: a case study of diabetics patients—0
Training Binary Multilayer Neural Networks for Image Classification using Expectation BackpropagationCode0
Optimally Combining Classifiers Using Unlabeled DataCode0
On the Predictive Properties of Binary Link Functions—0
Learning Invariants using Decision Trees—0
Communication-Efficient Distributed Optimization of Self-Concordant Empirical Loss—0
Exploring Sparsity in Multi-class Linear Discriminant Analysis—0
Empirically Estimable Classification Bounds Based on a New Divergence Measure—0
On distinguishability criteria for estimating generative modelsCode1
Multiobjective Optimization of Classifiers by Means of 3-D Convex Hull Based Evolutionary Algorithm—0
Ensemble of Generative and Discriminative Techniques for Sentiment Analysis of Movie ReviewsCode0
Accurate Streaming Support Vector Machines—0
Consistent optimization of AMS by logistic loss minimization—0
Learning Multiple Tasks in Parallel with a Shared Annotator—0
Extended and Unscented Gaussian Processes—0
Large-Margin Convex Polytope Machine—0
Consistent Binary Classification with Generalized Performance Metrics—0
Ranking via Robust Binary Classification—0
Robust Logistic Regression and 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