About
I am a computer scientist and mathematician working on solving algorithmic challenges arising in data science. I am interested in several aspects of mathematical computer science and theoretical machine learning.
I am currently a postdoc at Sapienza University of Rome hosted by Flavio Chierichetti and Alessandro Panconesi. Previously, I obtained my PhD in computer science from the University of Chicago and was briefly a visitor at the Toyota Technological Institute at Chicago.
Interested in my work? Check out my publications below.
Research
Publications
Fast Algorithms for Hypergraph PageRank with Applications to Semi-Supervised Learning [Paper]
ICML 2024
Approximation Algorithms for \(\ell_p\)-Shortest Path and \(\ell_p\)-Group Steiner Tree [Paper]
ICALP 2024
Learning-Based Algorithms for Graph Searching Problems [Paper]
AISTATS 2024 🥇 Selected for Student Paper Highlight Award
Preprints
Non-adaptive Learning of Random Hypergraphs with Queries [Paper]
Submodular Hypergraph Partitioning: Metric Relaxations and Fast Algorithms via an Improved Cut-Matching Game [Paper]
Teaching
I have recently been awarded the College Teaching Certificate from the Chicago Center for Teaching and Learning.
Teaching Experience
CS-27200 : Theory of Algorithms | Teaching Assistant (Winter 2020, Winter 2021, Spring 2022, Winter 2024, Spring 2024)
at the University of Chicago
at the University of Chicago
MPCS 53112 : Advanced Data Analytics | Teaching Assistant (Fall 2023)
at the University of Chicago
at the University of Chicago
TTIC 31100/CMSC 39010-1 : Computational and Metric Geometry | Teaching Assistant (Spring 2023)
at the Toyota Technological Institute at Chicago
at the Toyota Technological Institute at Chicago
CS237 : Probability in Computing | Teaching Fellow (Spring 2019, Summer 2019)
at Boston University
at Boston University
CS591 E1 : Advanced Optimization Algorithms | Teaching Assistant (Fall 2018)
at Boston University
at Boston University
CS537 : Randomness in Computing | Teaching Assistant (Spring 2018)
at Boston University
at Boston University
COMS11700 : Theory of Computation | Teaching Assistant (Spring 2016, Spring 2017)
at the University of Bristol
at the University of Bristol
MATH33300 : Group Theory 3 | Teaching Assistant (Fall 2016)
at the University of Bristol
at the University of Bristol
MATH20002 : Combinatorics 2 | Teaching Assistant (Spring 2016)
at the University of Bristol
at the University of Bristol
COMS10001 : Programming and Algorithms II | Teaching Assistant (Spring 2015)
at the University of Bristol
at the University of Bristol
COMS10002 : Programming and Algorithms I | Teaching Assistant (Fall 2014, Fall 2015)
at the University of Bristol
at the University of Bristol