Unrolling SGD: Understanding Factors Influencing Machine Unlearning

Keyphrases

• Stochastic Gradient Descent 100%
• Unlearning 100%
• Machine Unlearning 100%
• Large Classes 20%
• Training Data 20%
• Computation Overhead 20%
• Sentiment Analysis 20%
• Machine Learning Models 20%
• Change in Weight 20%
• Training Algorithm 20%
• Deep Learning Model 20%
• Training Objectives 20%
• CIFAR-100 20%
• CIFAR-10 20%

Mathematics

• Stochastics 100%
• Approximates 100%
• Data Point 50%
• Training Data 25%
• Sentiment Analysis 25%
• Deep Learning 25%

Computer Science

• Gradient Descent 100%
• Influencing Factor 100%
• Machine Learning 25%
• Sentiment Analysis 25%
• training algorithm 25%
• Deep Learning Model 25%
• Training Objective 25%