Rishi Sonthalia

Adjunct Professor at Mathematics, University of California-Los Angeles0 Followers

Dr. Rishi Sonthalia investigates emerging trends in data science and machine learning as a Hedrick Assistant Adjunct Professor at the UCLA Department of Mathematics. With a keen interest in the intersection of these dynamic fields, Dr. Sonthalia is dedicated to advancing the understanding and application of computational techniques to solve complex problems. Dr. Sonthalia earned his Ph.D. from the University of Michigan in 2021, where he focused on developing innovative methodologies in data analysis and predictive modeling. His work often explores the practical implications of machine learning algorithms, aiming to enhance their efficiency and accuracy in real-world applications. As a visiting faculty member at UCLA, he is committed to fostering a collaborative research environment and mentoring students in their academic pursuits. In addition to his research, Dr. Sonthalia actively participates in academic conferences and workshops, contributing to the broader discourse on data science and machine learning. His passion for teaching and research is evident in his dedication to bridging theoretical knowledge with practical applications, preparing the next generation of mathematicians and data scientists for the challenges of the digital age.

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Research Interests

Data science Machine learning Computational techniques Predictive modeling

Publications

1 - Unsupervised Metric Learning in Presence of Missing Data,2018 56th Annual Allerton Conference on Communication, Control, and Computing (Allerton)

Anna C. Gilbert , Rishi Sonthalia ,

, 313-321, 2018-10-01

2 - Dynamic Embedding-based Methods for Link Prediction in Machine Learning Semantic Network,2021 IEEE International Conference on Big Data (Big Data)

Harlin Lee , Rishi Sonthalia , Jacob G. Foster ,

, 5801-5808, 2021-12-15

3 - An Analysis of COVID-19 Knowledge Graph Construction and Applications,2021 IEEE International Conference on Big Data (Big Data)

Dominic Flocco , Bryce Palmer-Toy , Ruixiao Wang , Hongyu Zhu , Rishi Sonthalia , Junyuan Lin , Andrea L. Bertozzi , P. Jeffrey Brantingham ,

, 2631-2640, 2021-12-15

4 - Knowledge Graphs of the QAnon Twitter Network,2022 IEEE International Conference on Big Data (Big Data)

Clay Adams , Malvina Bozhidarova , James Chen , Andrew Gao , Zhengtong Liu , J. Hunter Priniski , Junyuan Lin , Rishi Sonthalia , Andrea L. Bertozzi , P. Jeffrey Brantingham ,

, 2903-2912, 2022-12-17

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