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09/18/2023
Des-q: a quantum algorithm to construct and efficiently retrain decision trees for regression and binary classification
Decision trees are widely used in machine learning due to their simplici...
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06/28/2022
Integral Transforms in a Physics-Informed (Quantum) Neural Network setting: Applications Use-Cases
In many computational problems in engineering and science, function or m...
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11/04/2021
Graph neural network initialisation of quantum approximate optimisation
Approximate combinatorial optimisation has emerged as one of the most pr...
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10/22/2021
On the Connection Between Quantum Pseudorandomness and Quantum Hardware Assumptions
This paper, for the first time, addresses the questions related to the c...
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12/21/2020
Variational Quantum Cloning: Improving Practicality for Quantum Cryptanalysis
Cryptanalysis on standard quantum cryptographic systems generally involv...
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08/03/2020
Quantum versus Classical Generative Modelling in Finance
Finding a concrete use case for quantum computers in the near term is st...
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06/08/2020
Client-Server Identification Protocols with Quantum PUF
Recently, major progress has been made towards the realisation of the qu...
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01/15/2020
A Unified System for Aggression Identification in English Code-Mixed and Uni-Lingual Texts
Wide usage of social media platforms has increased the risk of aggressio...
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01/15/2020
AggressionNet: Generalised Multi-Modal Deep Temporal and Sequential Learning for Aggression Identification
Wide usage of social media platforms has increased the risk of aggressio...
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07/26/2016