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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 5851–5900 of 14581 papers

TitleStatusHype
Deep Online Learning with Stochastic Constraints—0
Hyperbolic Interaction Model For Hierarchical Multi-Label ClassificationCode0
Adaptive Subspace Sampling for Class Imbalance Processing-Some clarifications, algorithm, and further investigation including applications to Brain Computer Interface—0
Is a Single Vector Enough? Exploring Node Polysemy for Network EmbeddingCode0
Average Individual Fairness: Algorithms, Generalization and ExperimentsCode0
Bivariate Beta-LSTMCode0
Domain Adaptive Attention Learning for Unsupervised Person Re-Identification—0
SuperCaptioning: Image Captioning Using Two-dimensional Word Embedding—0
Model Validation Using Mutated Training Labels: An Exploratory Study—0
Painless Stochastic Gradient: Interpolation, Line-Search, and Convergence RatesCode0
Semi-supervised GAN for Classification of Multispectral Imagery Acquired by UAVs—0
Optimizing Shallow Networks for Binary Classification—0
Texture retrieval using periodically extended and adaptive curvelets—0
Semi-Supervised Classification on Non-Sparse Graphs Using Low-Rank Graph Convolutional NetworksCode0
Automatic Machine Learning by Pipeline Synthesis using Model-Based Reinforcement Learning and a Grammar—0
Induction of Non-Monotonic Rules From Statistical Learning Models Using High-Utility Itemset MiningCode0
A Generalization Error Bound for Multi-class Domain Generalization—0
A Novel Deep Arrhythmia-Diagnosis Network for Atrial Fibrillation Classification Using Electrocardiogram Signals—0
Learning Surrogate Losses—0
Fully Hyperbolic Convolutional Neural Networks—0
LdSM: Logarithm-depth Streaming Multi-label Decision Trees—0
Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationCode0
Robust Mahalanobis Metric Learning via Geometric Approximation Algorithms—0
forgeNet: A graph deep neural network model using tree-based ensemble classifiers for feature extraction—0
An Investigation of Transfer Learning-Based Sentiment Analysis in Japanese—0
GWU NLP Lab at SemEval-2019 Task 3: EmoContext: Effective Contextual Information in Models for Emotion Detection in Sentence-level in a Multigenre Corpus—0
Binary Classification with Bounded Abstention Rate—0
Leveraging Uncertainty in Deep Learning for Selective Classification—0
A Direct Approach to Robust Deep Learning Using Adversarial NetworksCode0
Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data AugmentationCode0
Meta-GNN: On Few-shot Node Classification in Graph Meta-learningCode0
Tucker Decomposition Network: Expressive Power and Comparison—0
Revisiting Graph Neural Networks: All We Have is Low-Pass FiltersCode0
Variational Prototype Replays for Continual LearningCode0
Gradient Descent can Learn Less Over-parameterized Two-layer Neural Networks on Classification Problems—0
Segmentation-Aware Hyperspectral Image Classification—0
Multi-Task Kernel Null-Space for One-Class Classification—0
Robust Motion Segmentation from Pairwise MatchesCode0
EEG Classification by factoring in Sensor Configuration—0
Augmenting Data with Mixup for Sentence Classification: An Empirical StudyCode0
Data-Efficient Image Recognition with Contrastive Predictive CodingCode0
A Comprehensive Study of ImageNet Pre-Training for Historical Document Image Analysis—0
Geometry of Deep Convolutional Networks—0
A Two-stage Classification Method for High-dimensional Data and Point Clouds—0
Mutual Information Maximization in Graph Neural NetworksCode0
Recurring Concept Meta-learning for Evolving Data Streams—0
Measuring the effects of confounders in medical supervised classification problems: the Confounding Index (CI)—0
Transmitter Classification With Supervised Deep Learning—0
Target Based Speech Act Classification in Political Campaign TextCode0
Testing DNN Image Classifiers for Confusion & Bias ErrorsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1—Unverified
2RFAccuracy92.96—Unverified
3CARTAccuracy92.82—Unverified
4LDAAccuracy77.22—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified
2XBNETAccuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified