Quantum Machine Learning for Finance

no code implementations • 9 Sep 2021 • Marco Pistoia, Syed Farhan Ahmad, Akshay Ajagekar, Alexander Buts, Shouvanik Chakrabarti, Dylan Herman, Shaohan Hu, Andrew Jena, Pierre Minssen, Pradeep Niroula, Arthur Rattew, Yue Sun, Romina Yalovetzky

In fact, finance is estimated to be the first industry sector to benefit from Quantum Computing not only in the medium and long terms, but even in the short term.

BIG-bench Machine Learning Quantum Machine Learning

Knowledge Discovery in Surveys using Machine Learning: A Case Study of Women in Entrepreneurship in UAE

no code implementations • 21 Mar 2021 • Syed Farhan Ahmad, Amrah Hermayen, Ganga Bhavani

Knowledge Discovery plays a very important role in analyzing data and getting insights from them to drive better business decisions.

BIG-bench Machine Learning

Quantum Machine Learning with HQC Architectures using non-Classically Simulable Feature Maps

no code implementations • 21 Mar 2021 • Syed Farhan Ahmad, Raghav Rawat, Minal Moharir

Hybrid Quantum-Classical (HQC) Architectures are used in near-term NISQ Quantum Computers for solving Quantum Machine Learning problems.

BIG-bench Machine Learning Quantum Machine Learning