Lirandë Pira

Joined

September 2024

Names

Lirandë Pira (Preferred)

Emails

****@nus.edu.sg (Confirmed)

Personal Links

Career & Education History

Postdoc

National University of Singapore (nus.sg)

2024 – 2025

Advisors, Relations & Conflicts

Postdoc Advisor

Patrick Rebentrost

2024 – 2026

PhD Advisor

Christopher Ferrie

2020 – 2024

Expertise

Quantum Neural Networks

2020 – 2025

Local Interpretable Machine Learning

2019 – 2025

Convolutional Neural Networks

2019 – 2025

Publications

Quantum Learning with Tunable Loss Functions
Yixian Qiu, Lirandë Pira, Patrick Rebentrost
- OpenReview Archive Direct Upload
- Readers: Everyone
Accelerating Inference for Multilayer Neural Networks with Quantum Computers
Arthur G. Rattew, Po-Wei Huang, Naixu Guo, Lirandë Pira, Patrick Rebentrost
- ICLR 2026 Poster
- Readers: Everyone
On the interpretability of quantum neural networks
Lirandë Pira, Chris Ferrie
- Quantum Mach. Intell. 2024
- Readers: Everyone
Tilted Losses in Training Quantum Neural Networks
Yixian Qiu, Wenxin Zhu, Feng Pan, Patrick Rebentrost, Lirandë Pira
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
An invitation to distributed quantum neural networks
Lirandë Pira, Chris Ferrie
- Quantum Mach. Intell. 2023
- Readers: Everyone
Sub-universal variational circuits for combinatorial optimization problems
Gal Weitz, Lirandë Pira, Chris Ferrie, Joshua Combes
- CoRR 2023
- Readers: Everyone
Explicability and Inexplicability in the Interpretation of Quantum Neural Networks
Lirandë Pira, Chris Ferrie
- CoRR 2023
- Readers: Everyone
An Invitation to Distributed Quantum Neural Networks
Lirandë Pira, Chris Ferrie
- CoRR 2022
- Readers: Everyone

Co-Authors