Sakshi Arya

Sakshi Arya serves as an Assistant Professor in the Department of Mathematics, Applied Mathematics and Statistics at Case Western Reserve University, located in Room 205D at 2145 Adelbert Road. She maintains active research and teaching responsibilities within the department, with contact accessible via sxa1351@case.edu and phone 216-368-0470.

Her research focuses on advanced statistical methodologies and decision theory, specifically:

• Multi-armed bandit problem for optimal resource allocation
• Sequential decision making under uncertainty
• Nonparametric estimation techniques for complex data structures
• Statistical learning theory foundations
• Spatio-temporal analysis for geographically distributed data

Dr. Arya's work bridges theoretical statistics with practical applications in adaptive systems, emphasizing algorithmic efficiency and robustness in dynamic environments. Her research contributes to machine learning frameworks requiring real-time data processing and decision optimization, particularly relevant in fields like autonomous systems and large-scale data analytics where traditional parametric models prove insufficient.