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Niraj Kumar

Prospects of Privacy Advantage in Quantum Machine Learning

May 15, 2024
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Privacy-preserving quantum federated learning via gradient hiding

Dec 07, 2023
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Blind quantum machine learning with quantum bipartite correlator

Oct 19, 2023
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Expressive variational quantum circuits provide inherent privacy in federated learning

Sep 25, 2023
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Des-q: a quantum algorithm to construct and efficiently retrain decision trees for regression and binary classification

Sep 22, 2023
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Integral Transforms in a Physics-Informed (Quantum) Neural Network setting: Applications & Use-Cases

Jun 28, 2022
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Graph neural network initialisation of quantum approximate optimisation

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Nov 04, 2021
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Variational Quantum Cloning: Improving Practicality for Quantum Cryptanalysis

Dec 21, 2020
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Quantum versus Classical Generative Modelling in Finance

Aug 03, 2020
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A Unified System for Aggression Identification in English Code-Mixed and Uni-Lingual Texts

Jan 18, 2020
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