Siddharth Setlur

About

My MSc thesis entitled Optimizing Functions Based on Signed Barcodes was supervised by Sara Kališnik and Steve Oudot, whom I visited as an intern at INRIA Saclay during Fall 2022.
My bachelor's thesis entitled Examining Persistent Homology from Three Different Theoretical Perspectives was supervised by Sara Kališnik.

Siddharth Setlur

ssetlur [at] ethz [dot] ch

ETH Zürich

Research Interests

I'm drawn to areas of mathematics that lie at the intersection of pure and applied mathematics. In particular, I’ve spent a lot of time working in topological data analysis (TDA), which aims to leverage tools from algebraic topology to analyze data.

Publications

Differentiability and Convergence of Filtration Learning with Multiparameter Persistence

To appear in the International Conference on Machine Learning (ICML) 2024
Luis Scoccola^†, Siddharth Setlur^†, David Loiseaux, Mathieu Carrière, and Steve Oudot.

^† denotes first or joint first authorship.

Notes

A collection of expository notes I've written:

During a reading course on expander graphs supervised by Afonso Bandeira, I wrote an exposition about the Alon-Bopanna bound . The bound motivates the definition of Ramanujan graphs and is critical to the theory of expander graphs.
My final project for Algebraic Geometery 2 introduces Whitney stratifications with a view toward intersection homology . It draws from various sources and describes why algebraic varieties admit Whitney stratifications and the role these stratifications play in the definition of intersection homology.

Talks

Talks/presentations that I've given:

In August 2023 I contributed a talk on Signed Barcodes for Multidimensional Persistence at the BIREP Summer School on persistence modules—The Interplay of Representation Theory and Topological Data Analysis.
As part of a reading course, I gave a talk on the method of interlacing polynomials and their application to building bipartite Ramanujan graphs of all degrees to Afonso Bandeira's research group . It was based on a paper by Marcus, Spielman and Srivatsava .
I gave a talk at ZUCMAP 2022, where I used examples and a recent application to introduce persistent homology in an intuitive manner to undergraduate students. Toward the end I also (briefly) spoke on persistence modules, graded \(F[t]-\) modules and the existence of persistence barcodes. Here are my (handwritten) slides and a recording.

Other Activities

In Spring 2022, I helped organize the Zurich Undergraduate Colloquium in Mathematics and Physics.