Abstract: Riccati matrix equation (RME), a critical nonlinear matrix equation in autonomous driving and deep learning. However, memory-compute separation in traditional solving systems leads to ...
1 Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea 2 Department of Mathematical Sciences, Korea Advanced Institute of Science and ...
Analog computers are systems that perform computations by manipulating physical quantities such as electrical current, that map math variables, instead of representing information using abstraction ...
In 1999, The Matrix premiered in theaters and wowed audiences across the world. It was followed by two sequels, The Matrix Reloaded and The Matrix Revolutions, in 2002 and 2003, respectively. But it ...
Dr. James McCaffrey of Microsoft Research guides you through a full-code, step-by-step tutorial on "one of the most important operations in machine learning." Computing the inverse of a matrix is one ...
This paper proposes a novel shrinkage estimator for high-dimensional covariance matrices by extending the Oracle Approximating Shrinkage (OAS) of Chen et al. (2009) to target the diagonal elements of ...
Similar to Hutchinson's method for trace estimation, one can approximate the diagonal of a matrix from projections onto random vectors, see for instance Equation 16, or Equation 9. There are no ...
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