44 citations · 99 across the 35 of their papers we have counts for
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math.ST2014
Low-Rank Approximation and Completion of Positive Tensors
Anil Aswani
Unlike the matrix case, computing low-rank approximations of tensors is NP-hard and numerically ill-posed in general. Even the best rank-1 approximation of a tensor is NP-hard. In…
math.OC2014★ 8 cited
Practical Comparison of Optimization Algorithms for Learning-Based MPC with Linear Models
Anil Aswani, Patrick Bouffard, Xiaojing Zhang +1
Learning-based control methods are an attractive approach for addressing performance and efficiency challenges in robotics and automation systems. One such technique that has found…