3 papers
cs.LG2024
Unrolled denoising networks provably learn optimal Bayesian inference
Aayush Karan, Kulin Shah, Sitan Chen +1
Much of Bayesian inference centers around the design of estimators for inverse problems which are optimal assuming the data comes from a known prior. But what do these optimality g…
math.RA2021
Tridiagonal pairs of -Serre type and their linear perturbations
Aayush Karan
A tridiagonal pair is an ordered pair of diagonalizable linear maps on a nonzero finite-dimensional vector space, that each act on the eigenspaces of the other in a block-tridiagon…
math.GT2019
Generating Set for Nonzero Determinant Links Under Skein Relation
Aayush Karan
Traditionally introduced in terms of advanced topological constructions, many link invariants may also be defined in much simpler terms given their values on a few initial links an…