Aroosa Ijaz
- Quantum embeddings for machine learning
2020/01/10 by Seth Lloyd, Maria Schuld, Lloyd, Seth +7 · 38 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum and electron transport phenomena
- Does provable absence of barren plateaus imply classical simulability?
2023/12/14 by M. Cerezo, Cerezo, M., Martín Larocca +21 · 50 citations
Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- PennyLane: Automatic differentiation of hybrid quantum-classical computations
2018/11/12 by Ville Bergholm, Bergholm, Ville, Josh Izaac +133 · 2 citations
Computer Science · #Computational Physics (physics.comp-ph) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- More buck-per-shot: Why learning trumps mitigation in noisy quantum sensing
2024/09/30 by Aroosa Ijaz, Ijaz, Aroosa, C. Huerta Alderete +9 · 2 citations
Computer Science · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Cautious optimism for deep parameterized quantum circuits
2026/07/23 by Marie Kempkes, Elies Gil-Fuster, Carlos Bravo-Prieto +5
#quant-ph #cs.LG #stat.ML