Jacob Miller
- Decomposition of Matrix Product States into Shallow Quantum Circuits
2022/09/01 by Manuel S. Rudolph, Rudolph, Manuel S., Jing Chen +7 · 10 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Parallel Computing and Optimization Techniques #Quantum and electron transport phenomena
- Discrete Wasserstein Barycenters: Optimal Transport for Discrete Data
2015/07/26 by Ethan Anderes, Anderes, Ethan, Steffen Borgwardt +3 · 4 citations
Mathematics · #90B80 90C05 90C10 90C46 90C90 #FOS: Mathematics #Geometric Analysis and Curvature Flows #Optimization and Control (math.OC) #Point processes and geometric inequalities
- Generative Learning of Continuous Data by Tensor Networks
2023/10/31 by Jing Chen, Meiburg, Alex, Chen, Jing +8 · 3 citations
Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Quantum many-body systems #Statistical Mechanics (cond-mat.stat-mech)
- Balancing between the Local and Global Structures (LGS) in Graph Embedding
2023/08/31 by Jacob Miller, Miller, Jacob, Vahan Huroyan +3 · 3 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Advanced Clustering Algorithms Research
- Adaptive Learning of Tensor Network Structures
2020/08/12 by Meraj Hashemizadeh, Hashemizadeh, Meraj, Liu, Michelle +4 · 2 citations
Mathematics · Medicine · #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Tensor decomposition and applications
- Quantum Tensor Networks, Stochastic Processes, and Weighted Automata
2020/10/20 by Siddarth Srinivasan, Srinivasan, Siddarth, Sandesh Adhikary +7 · 1 citation
Computer Science · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Quantum many-body systems #Tensor decomposition and applications
- Browser-based Hyperbolic Visualization of Graphs
2022/05/16 by Jacob Miller, Miller, Jacob, Stephen Kobourov +3 · 1 citation
Computer Science · Physics and Astronomy · #Complex Network Analysis Techniques #Computational Physics and Python Applications #Data Visualization and Analytics #FOS: Computer and information sciences #Graphics (cs.GR) #Social and Information Networks (cs.SI)