Research
Preprints
Mustafa Hajij, Ghada Zamzmi, Theodore Papamarkou, Nina Miolane, Aldo Guzman-Saenz, Karthikeyan Natesan Ramamurthy, Tolga Birdal, Tamal K. Dey, Soham Mukherjee, Shreyas N. Samaga, Neal Livesay, Robin Walters, Paul Rosen, Michael T. Schaub, Topological Deep Learning: Going Beyond Graph Data
Cheng Xin, Soham Mukherjee, Shreyas N. Samaga, Tamal K. Dey, GRIL: A 2-parameter Persistence Based Vectorization for Machine Learning
Yukti Makhija, Samarth Bhatia, Shalendra Singh, Sneha Kumar Jayaswal, Prabhat Singh Malik, Pallavi Gupta, Shreyas N. Samaga, Shreya Johri, Sri Krishna Venigalla, Rabi Narayan Hota, Surinder Singh Bhatia, Ishaan Gupta, Challenges in the application of a mortality prediction model for COVID-19 patients on an Indian cohort
2022
Samarth Bhatia, Yukti Makhija, Sneha Jayaswal, Shalendra Singh, Prabhat Singh Malik, Sri Krishna Venigalla, Pallavi Gupta, Shreyas N. Samaga, Rabi Narayan Hota, Ishaan Gupta, Severity and mortality prediction models to triage Indian COVID-19 patients, PLOS Digital Health, 1(3):e0000020, 2022
2021
Sneha Kumar Jayaswal, Shalendra Singh, Prabhat Singh Malik, Sri Krishna Venigalla, Pallavi Gupta, Shreyas N. Samaga, Rabi Narayan Hota, Surinder Singh Bhatia, Ishaan Gupta, Detrimental effect of diabetes and hypertension on the severity and mortality of COVID-19 infection: A multi-center case-control study from India, Diabetes & Metabolic Syndrome: Clinical Research & Reviews, 15(5):102248, 2021
Expository Articles
The following is an expository article on the paper On the topological social choice model by Shmuel Weinberger. It also contains an extension of the results in the paper.
Shreyas Samaga, On the homotopy type of choice spaces
My MS thesis is meant to be an exposition on Topological Data Analysis (TDA). The document is accessible to anyone with basic linear algebra knowledge and would provide an introduction to the basics of the theory behind key concepts in TDA. It can be found here.