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Amandeep Singh Bhatia
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Journal Articles
- 2024
- [j10]Amandeep Singh Bhatia, David E. Bernal Neira:
Federated learning with tensor networks: a quantum AI framework for healthcare. Mach. Learn. Sci. Technol. 5(4): 45035 (2024) - 2023
- [j9]Mandeep Kaur Saggi, Sushma Jain, Amandeep Singh Bhatia, Rakesh Sharda:
Proposition of new ensemble data-intelligence model for evapotranspiration process simulation. J. Ambient Intell. Humaniz. Comput. 14(7): 8881-8897 (2023) - [j8]Amandeep Singh Bhatia, Mandeep Kaur Saggi, Sabre Kais:
Quantum Machine Learning Predicting ADME-Tox Properties in Drug Discovery. J. Chem. Inf. Model. 63(21): 6476-6486 (2023) - [j7]Sebastian Brandhofer, Daniel Braun, Vanessa Dehn, Gerhard Hellstern, Matthias Hüls, Yanjun Ji, Ilia Polian, Amandeep Singh Bhatia, Thomas Wellens:
Benchmarking the performance of portfolio optimization with QAOA. Quantum Inf. Process. 22(1): 25 (2023) - 2020
- [j6]Amandeep Singh Bhatia, Ajay Kumar:
On Relation Between Linear Temporal Logic and Quantum Finite Automata. J. Log. Lang. Inf. 29(2): 109-120 (2020) - [j5]Amandeep Singh Bhatia, Mandeep Kaur Saggi, Shenggen Zheng:
QPSO-CD: quantum-behaved particle swarm optimization algorithm with Cauchy distribution. Quantum Inf. Process. 19(9): 345 (2020) - 2019
- [j4]Amandeep Singh Bhatia, Ajay Kumar:
On the power of two-way multihead quantum finite automata. RAIRO Theor. Informatics Appl. 53(1-2): 19-35 (2019) - [j3]Amandeep Singh Bhatia, Mandeep Kaur Saggi, Ajay Kumar, Sushma Jain:
Matrix Product State-Based Quantum Classifier. Neural Comput. 31(7): 1499-1517 (2019) - 2018
- [j2]Amandeep Singh Bhatia, Ajay Kumar:
Quantifying matrix product state. Quantum Inf. Process. 17(3): 41 (2018) - [j1]Amandeep Singh Bhatia, Ajay Kumar:
Neurocomputing approach to matrix product state using quantum dynamics. Quantum Inf. Process. 17(10): 278 (2018)
Conference and Workshop Papers
- 2024
- [c2]Amandeep Singh Bhatia, Sabre Kais, Muhammad Ashraful Alam:
Robustness of Quantum Federated Learning (QFL) Against "Label Flipping Attacks" for Lithography Hotspot Detection in Semiconductor Manufacturing. IRPS 2024: 1-4 - [c1]Amandeep Singh Bhatia, Sabre Kais, Muhammad Ashraful Alam:
On the Robustness of Variational Quantum Classifier Against "Label Flipping Attacks" in Federated Learning for Semiconductor Manufacturing. QCE 2024: 161-168
Informal and Other Publications
- 2024
- [i12]Amandeep Singh Bhatia, David E. Bernal Neira:
Federated Hierarchical Tensor Networks: a Collaborative Learning Quantum AI-Driven Framework for Healthcare. CoRR abs/2405.07735 (2024) - [i11]Mandeep Kaur Saggi, Amandeep Singh Bhatia, Mensah Isaiah, Humaira Gowher, Sabre Kais:
Multi-Omic and Quantum Machine Learning Integration for Lung Subtypes Classification. CoRR abs/2410.02085 (2024) - 2021
- [i10]Pinaki Sen, Amandeep Singh Bhatia:
Variational Quantum Classifiers Through the Lens of the Hessian. CoRR abs/2105.10162 (2021) - 2020
- [i9]Amandeep Singh Bhatia, Ajay Kumar:
Quadratic Sieve Factorization Quantum Algorithm and its Simulation. CoRR abs/2005.11668 (2020) - [i8]Amandeep Singh Bhatia, Mandeep Kaur Saggi, Shenggen Zheng, Soumya Ranjan Nayak:
QPSO-CD: Quantum-behaved Particle Swarm Optimization Algorithm with Cauchy Distribution. CoRR abs/2006.16989 (2020) - [i7]Amandeep Singh Bhatia, Shenggen Zheng:
A Quantum Finite Automata Approach to Modeling the Chemical Reactions. CoRR abs/2007.03976 (2020) - [i6]Amandeep Singh Bhatia, Shenggen Zheng:
RNA-2QCFA: Evolving Two-way Quantum Finite Automata with Classical States for RNA Secondary Structures. CoRR abs/2007.06273 (2020) - 2019
- [i5]Amandeep Singh Bhatia, Ajay Kumar:
Quantum finite automata: survey, status and research directions. CoRR abs/1901.07992 (2019) - [i4]Amandeep Singh Bhatia, Mandeep Kaur Saggi, Ajay Kumar, Sushma Jain:
Matrix Product State Based Quantum Classifier. CoRR abs/1905.01426 (2019) - 2018
- [i3]Amandeep Singh Bhatia, Ajay Kumar:
On the Power of Quantum Queue Automata in Real-time. CoRR abs/1810.12095 (2018) - [i2]Amandeep Singh Bhatia, Ajay Kumar:
McEliece Cryptosystem Based On Extended Golay Code. CoRR abs/1811.06246 (2018) - [i1]Amandeep Singh Bhatia, Mandeep Kaur Saggi:
Simulation of Matrix Product State on a Quantum Computer. CoRR abs/1811.09833 (2018)
Coauthor Index
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