Sanjay Shakkottai
3 papers in the PaperMetrix corpus
Papers by this author
-
The Search Problem in Mixture Models
2018 · Journal of Machine Learning Research
We consider the task of learning the parameters of a {\em single} component of a mixture model, for the case when we are given {\em side information} about that component, we call this the in …
-
Beyond Uniform Smoothness: A Stopped Analysis of Adaptive SGD
2023 · arXiv (Cornell University)
This work considers the problem of finding a first-order stationary point of a non-convex function with potentially unbounded smoothness constant using a stochastic gradient oracle. We focus on the class of $(L_0,L_1)$-smooth functions proposed by …
-
Semantic Image Inversion and Editing using Rectified Stochastic Differential Equations
2024 · arXiv (Cornell University)
Generative models transform random noise into images; their inversion aims to transform images back to structured noise for recovery and editing. This paper addresses two key tasks: (i) inversion and (ii) editing of a real …