Provably accurate and scalable linear classifiers in hyperbolic spaces

Keyphrases

• Linear Classifier 100%
• Hyperbolic Space 100%
• Perceptron 75%
• Euclidean Space 50%
• Hierarchical Structure 25%
• Highly Accurate 25%
• Tree Structure 25%
• Mini 25%
• Unified Framework 25%
• Performance Guarantee 25%
• Practical Data 25%
• Excellent Performance 25%
• Classification Problem 25%
• Gist 25%
• Learning Task 25%
• Support Vector Machine Classifier 25%
• ImageNet 25%
• Low-dimensional Embedding 25%
• Algorithmic Solution 25%
• Convex Optimization 25%
• Tangent Space 25%
• Hierarchical Data 25%
• Machine Learning Problems 25%
• Ball Model 25%
• Space Form 25%
• Perceptron Algorithm 25%
• RNA-seq Expression 25%
• CIFAR-10 25%
• Single-cell RNA Sequencing (scRNA-seq) 25%
• Low-distortion Embedding 25%
• Fashion-MNIST 25%
• Information Correlation 25%
• Second-order Information 25%

Computer Science

• Linear Classifier 100%
• Hyperbolic Space 100%
• Neural Network 75%
• Experimental Result 25%
• Performance Guarantee 25%
• Unified Framework 25%
• Convex Optimization 25%
• Classification Problem 25%
• Learning Problem 25%
• Support Vector Machine 25%
• Perceptron Algorithm 25%
• Embedding Distortion 25%
• Second Order Information 25%
• Machine Learning 25%
• Learning System 25%

Mathematics

• Hyperbolic Space 100%
• Neural Network 75%
• Euclidean Space 50%
• Classification Problem 25%
• Tree-Like 25%
• Support Vector Machine 25%
• Tangent Space 25%
• Space Form 25%
• Perceptron 25%
• Learning Task 25%
• Euclidean Counterpart 25%
• Hierarchical Data 25%