Pereira, João M.
- 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)
- Learning Partial Differential Equations from Data Using Neural Networks
2019/10/22 by Hasan, Ali, Pereira, João M., Ravier, Robert +2 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Estimation in the group action channel
2018/01/13 by Abbe, Emmanuel, Pereira, João M., Singer, Amit · 2 citations
#62B10 #94A15 #FOS: Computer and information sciences #Information Theory (cs.IT)
- 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
- Subspace power method for symmetric tensor decomposition
2019/12/09 by Joe Kileel, Kileel, Joe, João M. Pereira +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