Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
Universality of Benign Overfitting in Binary Linear Classification
Published in Arxiv, 2025
This work provides a comprehensive study of benign overfitting for linear maximum margin classifiers, discovers a phase transition for the noisy model which was previously unknown and provides some geometric intuition behind it. We further considerably relax the required covariate assumptions in both, the noisy and noiseless case. Our results demonstrate that benign overfitting of maximum margin classifiers holds in a much wider range of scenarios than was previously known.
talks
Benign Overfitting of Interpolating Linear Classifier with non-subGaussian mixtures
Published:
Poster session @Princeton Machine Learning Theory Summer School.
teaching
STA347 Probability I
TA, University of Toronto, 2022
Teaching Assistant
STA220 The Practice of Statistics I
TA, University of Toronto, 2023
Teaching Assistant
Probability, DoSS Summer Prep Bootcamp
Instructor, University of Toronto, 2023
Instructor, Probability part of Doss Summer Bootcamp
STA347 Probability I
TA, University of Toronto, 2023
Teaching Assistant
STA2104 Statistical Methods for Machine Learning II
TA, University of Toronto, 2024
Teaching Assistant
Operational Math, DoSS Summer Prep Bootcamp
Instructor, University of Toronto, 2024
Instructor, Operational Math part of Doss Summer Bootcamp
Probability, DoSS Summer Prep Bootcamp
Instructor, University of Toronto, 2024
Instructor, Probability part of Doss Summer Bootcamp