Search Results for author: Kavitha Yogaraj

Found 3 papers, 1 papers with code

A Survey of Classical And Quantum Sequence Models

1 code implementation15 Dec 2023 I-Chi Chen, Harshdeep Singh, V L Anukruti, Brian Quanz, Kavitha Yogaraj

Our primary objective is to conduct a brief survey of various classical and quantum neural net sequence models, which includes self-attention and recurrent neural networks, with a focus on recent quantum approaches proposed to work with near-term quantum devices, while exploring some basic enhancements for these quantum models.

Classification Image Classification

Study of Feature Importance for Quantum Machine Learning Models

no code implementations18 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

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