Distributed Machine Learning Systems, particularly using Apache Spark, provide limited options for explainable Artificial Intelligence. Current XAI methods in Distributed Systems do not fully cater to all machine learning approaches, notably lacking in clustering. The frameworks in distributed systems are missing implementations for well developed XAI algorithms that are available for single node systems.
Bojitha Liyanage
I am passionate about solving new challenges and finding smarter, more efficient solutions. With a keen interest in machine learning related ares, I focus on exploring emerging technologies and applying them to practical problems. Recently finished my internship experience at Coachello, and gained real-world application of software engineering and AI/ML skills.
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