Workshop on Machine Learning and Data Analytics

Topics to be covered

Machine Learning Algorithms

• Feature Engineering- Non-linear dimensionality reduction
• Kernel based learning
• Probabilistic learning
• Transfer learning
• Fairness, Accountability and Transparency

Advanced Data Mining

• Social Network Mining
• Multi-relational Data Mining
• Mining on Big Data
• High-Dimensional Data Clustering

Data Security and Privacy

• Privacy preserving in data mining
• Big Data Security issues
• Remote Storage Security