Liu, Yi-Kai
- A Spectral Algorithm for Latent Dirichlet Allocation
2012/04/30 by Animashree Anandkumar, Dean P. Foster, Anandkumar, Animashree +7 · 26 citations
Computer Science · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Text and Document Classification Technologies #Topic Modeling
- Consistency of Local Density Matrices is QMA-complete
2006/04/21 by Yi-Kai Liu, Liu, Yi-Kai · 6 citations
Computer Science · Mathematics · #FOS: Physical sciences #Graph theory and applications #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Exponential improvements for quantum-accessible reinforcement learning
2017/10/30 by Vedran Dunjko, Yi-Kai Liu, Dunjko, Vedran +5 · 3 citations
Computer Science · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Computability, Logic, AI Algorithms
- Efficient Direct Tomography for Matrix Product States
2010/02/24 by Olivier Landon-Cardinal, Yi-Kai Liu, Landon-Cardinal, Olivier +3 · 2 citations
Chemistry · Medicine · Physics and Astronomy · #Advanced MRI Techniques and Applications #Advanced NMR Techniques and Applications #Atomic and Subatomic Physics Research #FOS: Physical sciences #Quantum Physics (quant-ph)
- Gibbs States and the Consistency of Local Density Matrices
2006/03/02 by Yi-Kai Liu, Liu, Yi-Kai · 1 citation
Computer Science · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #FOS: Physical sciences #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum Physics (quant-ph)
- The Complexity of the Consistency and N-representability Problems for Quantum States
2007/12/18 by Liu, Yi-Kai · 1 citation
Computer Science · Physics and Astronomy · #Computability, Logic, AI Algorithms #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Quantum many-body systems
- The Local Consistency Problem for Stoquastic and 1-D Quantum Systems
2007/12/10 by Liu, Yi-Kai · 1 citation
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Thermodynamic Analysis of Classical and Quantum Search Algorithms
2017/09/29 by Perlner, Ray, Liu, Yi-Kai · 1 citation
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Compressed Sensing Measurement of Long-Range Correlated Noise
2021/05/26 by Alireza Seif, Seif, Alireza, Mohammad Hafezi +3 · 1 citation
Engineering · #Analog and Mixed-Signal Circuit Design #Electrical and Bioimpedance Tomography #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Information Theory (cs.IT) #Quantum Physics (quant-ph) #Sparse and Compressive Sensing Techniques #Statistics Theory (math.ST)