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Kileel, Joe

  1. On the Expressive Power of Deep Polynomial Neural Networks
    2019/05/29 by Kileel, Joe, Trager, Matthew, Bruna, Joan · 8 citations
    #Algebraic Geometry (math.AG) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
  2. Tensor Moments of Gaussian Mixture Models: Theory and Applications
    2022/02/14 by Pereira, João M., Kileel, Joe, Kolda, Tamara G. · 6 citations
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA)
  3. Moment Estimation for Nonparametric Mixture Models Through Implicit Tensor Decomposition
    2022/10/25 by Yifan Zhang, Zhang, Yifan, Joe Kileel +1 · 4 citations
    Mathematics · #Tensor decomposition and applications
  4. Minimal Problems for the Calibrated Trifocal Variety
    2016/11/18 by Kileel, Joe · 2 citations
    #14M20 #14N99 #14Q15 #15A69 #65H20 #68T45 #Algebraic Geometry (math.AG) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Numerical Analysis (math.NA)
  5. Snapshot of Algebraic Vision
    2022/10/20 by Kileel, Joe, Kohn, Kathlén · 3 citations
    #Algebraic Geometry (math.AG) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics
  6. Landscape analysis of an improved power method for tensor decomposition
    2021/10/29 by Joe Kileel, Timo Klock, Kileel, Joe +3 · 2 citations
    Engineering · Mathematics · Physics and Astronomy · #Electromagnetic Scattering and Analysis #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications
  7. Covering Number of Real Algebraic Varieties and Beyond: Improved Bounds and Applications
    2023/11/09 by Zhang, Yifan, Kileel, Joe · 2 citations
    #Algebraic Geometry (math.AG) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA)
  8. Subspace power method for symmetric tensor decomposition
    2019/12/09 by Joe Kileel, João M. Pereira, Kileel, Joe +1 · 2 citations
    Computer Science · Engineering · Mathematics · #Advanced Adaptive Filtering Techniques #Blind Source Separation Techniques #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Tensor decomposition and applications
  9. Scalable symmetric Tucker tensor decomposition
    2022/04/22 by Jin, Ruhui, Kileel, Joe, Kolda, Tamara G. +1 · 1 citation
    #FOS: Mathematics #Numerical Analysis (math.NA)
  10. 3D ab initio modeling in cryo-EM by autocorrelation analysis
    2017/10/23 by Levin, Eitan, Bendory, Tamir, Boumal, Nicolas +2 · 1 citation
    #Applications (stat.AP) #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)
  11. Geometry and Optimization of Shallow Polynomial Networks
    2025/01/10 by Arjevani, Yossi, Bruna, Joan, Kileel, Joe +2 · 2 citations
    #14P10 #62R01 #68T07 #90C23 #Algebraic Geometry (math.AG) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG)
  12. Tensor-Based Synchronization and the Low-Rankness of the Block Trifocal Tensor
    2024/09/14 by Miao, Daniel, Lerman, Gilad, Kileel, Joe · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC)