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math.ST2024
On the Symmetry of Limiting Distributions of M-estimators
Arunav Bhowmick, Arun Kumar Kuchibhotla
Many functionals of interest in statistics and machine learning can be written as minimizers of expected loss functions. Such functionals are called -estimands, and can be estim…
math.ST2023
Tight Concentration Inequality for Sub-Weibull Random Variables with Generalized Bernstien Orlicz norm
Heejong Bong, Arun Kumar Kuchibhotla
Recent development in high-dimensional statistical inference has necessitated concentration inequalities for a broader range of random variables. We focus on sub-Weibull random var…