Study of Feature Importance for Quantum Machine Learning Models

no code implementations • 18 Feb 2022 • Aaron Baughman, Kavitha Yogaraj, Raja Hebbar, Sudeep Ghosh, Rukhsan Ul Haq, Yoshika Chhabra

This work presents the first study of its kind in which feature importance for QML models has been explored and contrasted against their classical machine learning (CML) equivalents.

BIG-bench Machine Learning Feature Importance +1

Large Scale Diverse Combinatorial Optimization: ESPN Fantasy Football Player Trades

no code implementations • 4 Nov 2021 • Aaron Baughman, Daniel Bohm, Micah Forster, Eduardo Morales, Jeff Powell, Shaun McPartlin, Raja Hebbar, Kavitha Yogaraj, Yoshika Chhabra, Sudeep Ghosh, Rukhsan Ul Haq, Arjun Kashyap

Team managers can quickly discover that their team has a low score ceiling even if they start their best active players.

Combinatorial Optimization Fairness +1