Amira Abbas

According to our database, Amira Abbas authored at least 5 papers between 2020 and 2025.

Collaborative distances:

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

2025

Nearly optimal algorithms to learn sparse quantum Hamiltonians in physically motivated distances.

Amira Abbas, Nunzia Cerrato, Francisco Escudero Gutiérrez, Dmitry Grinko, Francesco Anna Mele, Pulkit Sinha

CoRR, September, 2025

2023

On quantum backpropagation, information reuse, and cheating measurement collapse.

Amira Abbas, Robbie King, Hsin-Yuan Huang, William J. Huggins, Ramis Movassagh, Dar Gilboa, Jarrod R. McClean

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

The power of quantum neural networks.

Amira Abbas, David Sutter, Christa Zoufal, Aurélien Lucchi, Alessio Figalli, Stefan Woerner

Nat. Comput. Sci., 2021

Effective dimension of machine learning models.

Amira Abbas, David Sutter, Alessio Figalli, Stefan Woerner

CoRR, 2021

2020

On quantum ensembles of quantum classifiers.

Amira Abbas, Maria Schuld, Francesco Petruccione

Quantum Mach. Intell., 2020