Quek, Yihui
- Adaptive Quantum State Tomography with Neural Networks
2018/12/17 by Quek, Yihui, Fort, Stanislav, Ng, Hui Khoon · 9 citations
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- Noise-induced shallow circuits and absence of barren plateaus
2024/03/20 by Mele, Antonio Anna, Angrisani, Armando, Ghosh, Soumik +4 · 14 citations
#FOS: Physical sciences #Mathematical Physics (math-ph) #Other Condensed Matter (cond-mat.other) #Quantum Physics (quant-ph)
- Learning quantum processes without input control
2022/11/09 by Marco Fanizza, Fanizza, Marco, Yihui Quek +3 · 6 citations
Computer Science · #FOS: Physical sciences #Machine Learning and Algorithms #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Simulating quantum chaos without chaos
2024/10/23 by Andi Gu, Yihui Quek, Gu, Andi +8 · 3 voices · 4 citations
Physics and Astronomy · #Quantum chaos and dynamical systems #Spectroscopy and Quantum Chemical Studies #cond-mat.other #math-ph #quant-ph
- Robust quantum minimum finding with an application to hypothesis selection
2020/03/26 by Yihui Quek, Quek, Yihui, Clément L. Canonne +3 · 1 citation
Computer Science · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Learnability of the output distributions of local quantum circuits
2021/10/11 by Marcel Hinsche, Hinsche, Marcel, Marios Ioannou +15 · 1 citation
Computer Science · #Quantum Computing Algorithms and Architecture #Stochastic Gradient Optimization Techniques #Machine Learning and Algorithms
- Information-Computation Gaps in Quantum Learning via Low-Degree Likelihood
2025/05/28 by Sitan Chen, Weiyuan Gong, Chen, Sitan +5 · 4 citations
Computer Science · Physics and Astronomy · #Computational Complexity (cs.CC) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum many-body systems