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Khoo, Yuehaw

  1. Solving for high dimensional committor functions using artificial neural networks
    2018/02/28 by Khoo, Yuehaw, Lu, Jianfeng, Ying, Lexing · 7 citations
    #65Nxx #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA)
  2. SwitchNet: a neural network model for forward and inverse scattering problems
    2018/10/23 by Yuehaw Khoo, Lexing Ying, Khoo, Yuehaw +1 · 7 citations
    Engineering · Earth and Planetary Sciences · Physics and Astronomy · #Geophysical Methods and Applications #Seismic Imaging and Inversion Techniques #Model Reduction and Neural Networks
  3. Global registration of multiple point clouds using semidefinite\n programming
    2013/06/21 by Kunal N. Chaudhury, Yuehaw Khoo, Chaudhury, Kunal N. +3 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Engineering · Mathematics · #05C50 #52C25 #90C22 #Advanced Optimization Algorithms Research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Spectroscopy Techniques in Biomedical and Chemical Research
  4. Committor functions via tensor networks
    2021/06/23 by Yi‐An Chen, Chen, Yian, Jeremy G. Hoskins +5 · 6 citations
    Mathematics · Physics and Astronomy · #15A69 #82Cxx #Advanced Thermodynamics and Statistical Mechanics #FOS: Mathematics #Numerical Analysis (math.NA) #Quantum many-body systems #Tensor decomposition and applications
  5. Generative Modeling via Hierarchical Tensor Sketching
    2023/04/11 by Yifan Peng, Yi-An Chen, Peng, Yifan +5 · 5 citations
    Computer Science · Mathematics · Physics and Astronomy · #15A69 #62Gxx #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Tensor decomposition and applications
  6. Efficient construction of tensor ring representations from sampling
    2017/11/02 by Yuehaw Khoo, Khoo, Yuehaw, Jianfeng Lu +3 · 2 citations
    Computer Science · Mathematics · #15A69 #33F05 #65D15 #Algorithms and Data Compression #Digital Filter Design and Implementation #FOS: Mathematics #G.1.10 #G.1.3 #Numerical Analysis (math.NA) #Tensor decomposition and applications
  7. Reinforced Inverse Scattering
    2022/06/08 by Hanyang Jiang, Yuehaw Khoo, Jiang, Hanyang +3 · 2 citations
    Engineering · Physics and Astronomy · #49MXX #65N21 #68Txx #Advanced Optical Sensing Technologies #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Microwave Imaging and Scattering Analysis #Random lasers and scattering media #Signal Processing (eess.SP) #electronic engineering #information engineering
  8. Combining Monte Carlo and Tensor-network Methods for Partial Differential Equations via Sketching
    2023/05/29 by Yi-An Chen, Chen, Yian, Yuehaw Khoo +2 · 3 citations
    Mathematics · Computer Science · Physics and Astronomy · #Tensor decomposition and applications #Computational Physics and Python Applications #Quantum many-body systems
  9. A semigroup method for high dimensional committor functions based on neural network
    2020/12/12 by Haoya Li, Yuehaw Khoo, Li, Haoya +5 · 1 citation
    Decision Sciences · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Fractional Differential Equations Solutions #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Probabilistic and Robust Engineering Design
  10. Open problem: Tightness of maximum likelihood semidefinite relaxations
    2014/04/10 by Afonso S. Bandeira, Yuehaw Khoo, Bandeira, Afonso S. +3 · 2 citations
    Computer Science · Engineering · #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
  11. Scalable semidefinite programming approach to variational embedding for quantum many-body problems
    2021/06/04 by Khoo, Yuehaw, Lindsey, Michael · 1 citation
    #Computational Physics (physics.comp-ph) #FOS: Mathematics #FOS: Physical sciences #Optimization and Control (math.OC) #Quantum Physics (quant-ph)
  12. Joint Community Detection and Rotational Synchronization via Semidefinite Programming
    2021/05/13 by Fan, Yifeng, Khoo, Yuehaw, Zhao, Zhizhen · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
  13. Subspace method of moments for ab initio 3-D single-particle cryo-EM reconstruction
    2024/10/09 by Jeremy Hoskins, Hoskins, Jeremy, Yuehaw Khoo +7 · 3 citations
    Biochemistry, Genetics and Molecular Biology · #Advanced Electron Microscopy Techniques and Applications #FOS: Mathematics #Numerical Analysis (math.NA)
  14. A Spectral Method for Joint Community Detection and Orthogonal Group Synchronization
    2021/12/25 by Fan, Yifeng, Khoo, Yuehaw, Zhao, Zhizhen · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
  15. Tensor Density Estimator by Convolution-Deconvolution
    2024/12/25 by Yifan Peng, Peng, Yifan, Siyao Yang +5 · 4 citations
    Computer Science · Engineering · Mathematics · #15A69 #62Gxx #Advanced SAR Imaging Techniques #Computational Physics and Python Applications #FOS: Mathematics #Numerical Analysis (math.NA) #Tensor decomposition and applications
  16. Quantitatively Visualizing Bipartite Datasets
    2022/07/26 by Tal Einav, Yuehaw Khoo, Einav, Tal +3 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · Medicine · #Biological Physics (physics.bio-ph) #FOS: Biological sciences #FOS: Physical sciences #Monoclonal and Polyclonal Antibodies Research #Physics and Society (physics.soc-ph) #Quantitative Methods (q-bio.QM) #T-cell and B-cell Immunology #vaccines and immunoinformatics approaches
  17. Convex relaxation approaches for strictly correlated density functional theory
    2018/08/14 by Yuehaw Khoo, Lexing Ying, Khoo, Yuehaw +1 · 1 citation
    Mathematics · #49M20 #Advanced Optimization Algorithms Research #Chemical Physics (physics.chem-ph) #Computational Physics (physics.comp-ph) #FOS: Mathematics #FOS: Physical sciences #G.1.10 #G.1.6 #J.2 #Markov Chains and Monte Carlo Methods #Optimization and Control (math.OC) #Tensor decomposition and applications
  18. Semidefinite relaxation of multi-marginal optimal transport for strictly correlated electrons in second quantization
    2019/05/20 by Khoo, Yuehaw, Lin, Lin, Lindsey, Michael +1 · 1 citation
    #49M20 #Computational Physics (physics.comp-ph) #FOS: Mathematics #FOS: Physical sciences #G.1.10 #G.1.6 #J.2 #Optimization and Control (math.OC)
  19. Drop-Activation: Implicit Parameter Reduction and Harmonic Regularization
    2018/11/14 by Senwei Liang, Yuehaw Khoo, Liang, Senwei +3 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  20. Multiscale semidefinite programming approach to positioning problems with pairwise structure
    2020/12/18 by Chen, Yian, Khoo, Yuehaw, Lindsey, Michael · 1 citation
    #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
  21. Method of Moments for Estimation of Noisy Curves
    2024/10/30 by Pak Hang Lo, Yuehaw Khoo, Lo, Phillip +1 · 1 citation
    Earth and Planetary Sciences · Engineering · #FOS: Mathematics #Geophysics and Gravity Measurements #Optimization and Control (math.OC) #Reservoir Engineering and Simulation Methods #Statistics Theory (math.ST)
  22. Temporal label recovery from noisy dynamical data
    2024/06/19 by Khoo, Yuehaw, Tong, Xin T., Wang, Wanjie +1 · 1 citation
    #Applications (stat.AP) #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistics Theory (math.ST)
  23. Generative Modeling via Tree Tensor Network States
    2022/09/03 by Xun Tang, Tang, Xun, YoonHaeng Hur +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #15A69 #60-08 #62-08 #Cellular Automata and Applications #FOS: Computer and information sciences #FOS: Physical sciences #Gene Regulatory Network Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel Computing and Optimization Techniques #Quantum Physics (quant-ph)