Sandeep Silwal

Hi! I am a 4th year Ph.D. student at MIT where I am lucky to be advised by Piotr Indyk .

My research interests are broadly in theoretical computer science. Recently, I've been working in the intersection of machine learning and classical algorithms by designing provable algorithms in various ML settings, such as efficient algorithms for large datasets, as well as using ML to inspire algorithm design.

Please see my publications below where I've tried to include a brief 'story' for every paper. My goal is to highlight the context in which it was written and what I find interesting about the problem and results.

I also help coordinate Algorithms Office Hours at MIT whose goal is to improve communication between theory and applications of algorithms.

Feel free to contact me at {my last name}@mit.edu.

Learning-Augmented & Data-Driven Algorithms

Sublinear and Streaming Algorithms

Dimensionality Reduction and Its Applications

Broader Algorithmic Works

Miscellaneous

*Authors are always listed in alphabetical order, except if authors are starred, in which case authors are listed in contribution order and starred authors have (equal) first-author contribution.