Hrusikesha Pradhan

Hi! I'm Hrusikesha Pradhan, a dedicated machine learning researcher, I recently completed my PhD journey at IIT Kanpur. During my doctoral studies, my research primarily focused on the development of efficient machine learning algorithms that prioritize resource utilization while achieving high learning accuracy. I concentrated on leveraging kernel learning methods to uncover unknown functions across diverse machine learning applications. My work centered on designing kernel-based learning algorithms that offer richer function approximation, supported by robust theoretical convergence guarantees. These algorithms, complemented by innovative subset selection strategies, were tailored to address challenges in streaming data and large-scale data environments. I am deeply passionate about leveraging machine learning algorithms to address various environmental challenges we face, aiming to contribute towards creating a sustainable and better world for all.