Tamara G. Kolda

1. First Proof
   2026/02/05 by Mohammed Abouzaid, Andrew J. Blumberg, Martin Hairer +8 · 23 voices · 3 citations
   #cs.AI #math.AG #math.CO #math.GT #math.HO #math.RA
2. Tensor Decompositions and Applications
   2009/08/05 by Tamara G. Kolda, Brett W. Bader · 586 citations
   Mathematics · Computer Science · #Tensor decomposition and applications #Blind Source Separation Techniques #Algorithms and Data Compression
3. Optimization by Direct Search: New Perspectives on Some Classical and Modern Methods
   2003/01/01 by Tamara G. Kolda, Robert Michael Lewis, Virginia Torczon · 20 citations
   Mathematics · Computer Science · Decision Sciences · #Advanced Optimization Algorithms Research #Metaheuristic Optimization Algorithms Research #Advanced Bandit Algorithms Research
4. Making Tensor Factorizations Robust to Non-Gaussian Noise
   2010/10/14 by Eric C. Chi, Chi, Eric C., Tamara G. Kolda +1 · 7 citations
   Computer Science · Mathematics · #Computation (stat.CO) #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Numerical Analysis (math.NA) #Tensor decomposition and applications
5. Algorithm 862
   2006/12/01 by Brett W. Bader, Tamara G. Kolda · 6 citations
   Mathematics · Computer Science · #Tensor decomposition and applications #Algorithms and Data Compression
6. Symmetric Orthogonal Tensor Decomposition is Trivial
   2015/03/04 by Tamara G. Kolda, Kolda, Tamara G. · 4 citations
   Mathematics · Computer Science · #Tensor decomposition and applications #Matrix Theory and Algorithms
7. Revisiting Approximate Leverage Score Sketching for Matrix Least Squares
   2022/01/25 by Brett W. Larsen, Larsen, Brett W., Tamara G. Kolda +1 · 2 citations
   Computer Science · Engineering · Mathematics · #Blind Source Separation Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Numerical Analysis (math.NA) #Random Matrices and Applications #Sparse and Compressive Sensing Techniques
8. Tensor Decomposition Meets RKHS: Efficient Algorithms for Smooth and Misaligned Data
   2024/08/11 by Brett W. Larsen, Tamara G. Kolda, Larsen, Brett W. +5 · 3 citations
   Mathematics · Computer Science · #Tensor decomposition and applications #Computational Physics and Python Applications
9. XPCA: Extending PCA for a Combination of Discrete and Continuous Variables
   2018/08/22 by Clifford Anderson-Bergman, Tamara G. Kolda, Anderson-Bergman, Clifford +3 · 1 citation
   Decision Sciences · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Simulation Techniques and Applications #Statistical Methods and Bayesian Inference #Statistical Methods and Inference