Amandeep Singh Bhatia

According to our database, Amandeep Singh Bhatia authored at least 25 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Multi-omic and quantum machine learning integration for lung subtypes classification.

Mandeep Kaur Saggi, Amandeep Singh Bhatia, Mensah Isaiah, Humaira Gowher, Sabre Kais

Future Gener. Comput. Syst., 2026

2025

Application of quantum-inspired tensor networks to optimize federated learning systems.

Amandeep Singh Bhatia, Mandeep Kaur Saggi, Sabre Kais

Quantum Mach. Intell., June, 2025

2024

Federated learning with tensor networks: a quantum AI framework for healthcare.

Amandeep Singh Bhatia, David E. Bernal Neira

Mach. Learn. Sci. Technol., 2024

Federated Hierarchical Tensor Networks: a Collaborative Learning Quantum AI-Driven Framework for Healthcare.

Amandeep Singh Bhatia, David E. Bernal Neira

CoRR, 2024

On the Robustness of Variational Quantum Classifier Against "Label Flipping Attacks" in Federated Learning for Semiconductor Manufacturing.

Amandeep Singh Bhatia, Sabre Kais, Muhammad Ashraful Alam

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2024

Robustness of Quantum Federated Learning (QFL) Against "Label Flipping Attacks" for Lithography Hotspot Detection in Semiconductor Manufacturing.

Amandeep Singh Bhatia, Sabre Kais, Muhammad Ashraful Alam

Proceedings of the IEEE International Reliability Physics Symposium, 2024

Communication-efficient Quantum Federated Learning Optimization for Multi-Center Healthcare Data.

Amandeep Singh Bhatia, Mandeep Kaur Saggi, Sabre Kais

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2024

2023

Quantum Machine Learning Predicting ADME-Tox Properties in Drug Discovery.

Amandeep Singh Bhatia, Mandeep Kaur Saggi, Sabre Kais

J. Chem. Inf. Model., November, 2023

Proposition of new ensemble data-intelligence model for evapotranspiration process simulation.

Mandeep Kaur Saggi, Sushma Jain, Amandeep Singh Bhatia, Rakesh Sharda

J. Ambient Intell. Humaniz. Comput., July, 2023

Benchmarking the performance of portfolio optimization with QAOA.

Sebastian Brandhofer, Daniel Braun, Vanessa Dehn, Gerhard Hellstern, Matthias Hüls, Yanjun Ji, Ilia Polian, Amandeep Singh Bhatia, Thomas Wellens

Quantum Inf. Process., 2023

2021

Variational Quantum Classifiers Through the Lens of the Hessian.

Pinaki Sen, Amandeep Singh Bhatia

CoRR, 2021

2020

QPSO-CD: quantum-behaved particle swarm optimization algorithm with Cauchy distribution.

Amandeep Singh Bhatia, Mandeep Kaur Saggi, Shenggen Zheng

Quantum Inf. Process., 2020

On Relation Between Linear Temporal Logic and Quantum Finite Automata.

Amandeep Singh Bhatia, Ajay Kumar

J. Log. Lang. Inf., 2020

RNA-2QCFA: Evolving Two-way Quantum Finite Automata with Classical States for RNA Secondary Structures.

Amandeep Singh Bhatia, Shenggen Zheng

CoRR, 2020

A Quantum Finite Automata Approach to Modeling the Chemical Reactions.

Amandeep Singh Bhatia, Shenggen Zheng

CoRR, 2020

QPSO-CD: Quantum-behaved Particle Swarm Optimization Algorithm with Cauchy Distribution.

Amandeep Singh Bhatia, Mandeep Kaur Saggi, Shenggen Zheng, Soumya Ranjan Nayak

CoRR, 2020

Quadratic Sieve Factorization Quantum Algorithm and its Simulation.

Amandeep Singh Bhatia, Ajay Kumar

CoRR, 2020

2019

Matrix Product State-Based Quantum Classifier.

Amandeep Singh Bhatia, Mandeep Kaur Saggi, Ajay Kumar, Sushma Jain

Neural Comput., 2019

On the power of two-way multihead quantum finite automata.

Amandeep Singh Bhatia, Ajay Kumar

RAIRO Theor. Informatics Appl., 2019

Quantum finite automata: survey, status and research directions.

Amandeep Singh Bhatia, Ajay Kumar

CoRR, 2019

2018

Neurocomputing approach to matrix product state using quantum dynamics.

Amandeep Singh Bhatia, Ajay Kumar

Quantum Inf. Process., 2018

Quantifying matrix product state.

Amandeep Singh Bhatia, Ajay Kumar

Quantum Inf. Process., 2018

Simulation of Matrix Product State on a Quantum Computer.

Amandeep Singh Bhatia, Mandeep Kaur Saggi

CoRR, 2018

McEliece Cryptosystem Based On Extended Golay Code.

Amandeep Singh Bhatia, Ajay Kumar

CoRR, 2018

On the Power of Quantum Queue Automata in Real-time.

Amandeep Singh Bhatia, Ajay Kumar

CoRR, 2018