Quantum Machine Learning for Finance ICCAD Special Session Paper. - Marco Pistoia; Syed Farhan Ahmad; Akshay Ajagekar; Alexander Buts; Shouvanik Chakrabarti; Dylan Herman; Shaohan Hu; Andrew Jena; Pierre Minssen; Pradeep Niroula; Arthur G. Rattew; Yue Sun; et al. (ICCAD, 2021)

Quantum Machine Learning for Finance. - Marco Pistoia; Syed Farhan Ahmad; Akshay Ajagekar; Alexander Buts; Shouvanik Chakrabarti; Dylan Herman; Shaohan Hu; Andrew Jena; Pierre Minssen; Pradeep Niroula; Arthur G. Rattew; Yue Sun; et al. (CoRR, 2021)

Constrained Quantum Optimization for Extractive Summarization on a Trapped-ion Quantum Computer. - Pradeep Niroula; Ruslan Shaydulin; Romina Yalovetzky; Pierre Minssen; Dylan Herman; Shaohan Hu; Marco Pistoia (CoRR, 2022)

Efficient quantum programming using EASE gates on a trapped-ion quantum computer. - Nikodem Grzesiak; Andrii Maksymov; Pradeep Niroula; Yun Seong Nam (Quantum, 2022)

Invited: Challenges and Opportunities of Quantum Optimization in Finance. - Zichang He; Shouvanik Chakrabarti; Dylan Herman; Niraj Kumar 005; Changhao Li; Pierre Minssen; Pradeep Niroula; Ruslan Shaydulin; Yue Sun; Shree Hari Sureshbabu; Romina Yalovetzky; Marco Pistoia (DAC, 2024)

Applications of Certified Randomness. - Omar Amer; Shouvanik Chakrabarti; Kaushik Chakraborty; Shaltiel Eloul; Niraj Kumar 005; Charles Lim; Minzhao Liu; Pradeep Niroula; Yash Satsangi; Ruslan Shaydulin; Marco Pistoia (CoRR, 2025)

Certified randomness using a trapped-ion quantum processor. - Minzhao Liu; Ruslan Shaydulin; Pradeep Niroula; Matthew DeCross; Shih-Han Hung; Wen Yu Kon; Enrique Cervero Martín; Kaushik Chakraborty; Omar Amer; Scott Aaronson; Atithi Acharya; Yuri Alexeev; et al. (Nat., 2025)

GPU-Parallelizable Randomized Sketch-and-Precondition for Linear Regression using Sparse Sign Sketches. - Tyler Chen; Pradeep Niroula; Archan Ray; Pragna Subrahmanya; Marco Pistoia; Niraj Kumar 005 (CoRR, 2025)

A Unified Framework for Provably Efficient Algorithms to Estimate Shapley Values. - Tyler Chen; Akshay Seshadri; Mattia J. Villani; Pradeep Niroula; Shouvanik Chakrabarti; Archan Ray; Pranav Deshpande; Romina Yalovetzky; Marco Pistoia; Niraj Kumar 005 (CoRR, 2025)