IEEE BigData 2023
Sorrento, Italy
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IEEE Big Data 2023 Tutorials
Tutorial 1:
Gianluca Bontempi,
"Big Data Analytics in Fraud Detection and Churn Prevention: from Prediction to Causal Inference"
Tutorial 2:
Grant Scott and J. Alex Hurt,
"With Big Data Comes Big Compute: Scaling Machine Learning onto Public and Commercial Clouds with Kubernetes"
Tutorial 3:
Ghassan AlRegib and Mohit Prabhushankar,
"Robust Neural Networks: Explainability, Uncertainty, and Intervenability"
Tutorial 4:
Ladjel Bellatreche, Wojciech Macyna, and Carlos Ordonez
"Green Analytics"
Tutorial 5:
Seshu Tirupathi and Dhaval Salwala,
"Data and Model Lifecycle Management for Incremental Machine Learning Algorithms
Tutorial 6:
Sandhya Tripathi and Christopher R King,
"Contrastive learning: Big Data Foundations and Applications"