Speaker "Chanchal Chatterjee" Details Back
-
Name
Chanchal Chatterjee
-
Company
NVIDIA
-
Designation
Senior Deep Learning Software Leader
Topic
Generative AI vs Adaptive AI - Applications and Algorithms
Abstract
The talk offers the basics of Generative AI and Adaptive AI and discusses the two learning approaches. We further discuss applications, human interactions, complexity and use cases for both approaches. In the process, we discuss how the 2 approaches compare and contrast. We also discuss the ways each approach can benefit from the other. We take a use case of dynamic decision making and demonstrate how both approaches can be applied in a real-world scenario.
Profile
Chanchal Chatterjee, Ph.D, held several leadership roles in machine learning, deep learning and real-time analytics. Chanchal is currently leading Deep Learning software at NVIDIA server platforms. In the past, he led many ML/AI projects at Google Cloud Platforms with Fortune 500 customers in several verticals. Chanchal received an Outstanding paper award from IEEE Neural Network Council for adaptive learning algorithms recommended by MIT professor Marvin Minsky. Chanchal also has a book titled Adaptive Machine Learning Algorithms with Python which has exceeded 15K downloads.