Some large-scale matrix computation problems

Computational methods for UV-suppressed fermions

Journal of Computational Physics

The loss rank principle for model selection

COLT'07 Proceedings of the 20th annual conference on Learning theory

Randomized algorithms for estimating the trace of an implicit symmetric positive semi-definite matrix

Journal of the ACM (JACM)

Decay in Functions of Multiband Matrices

SIAM Journal on Matrix Analysis and Applications

Computing $f(A)b$ via Least Squares Polynomial Approximations

SIAM Journal on Scientific Computing

Numerical methods for A-optimal designs with a sparsity constraint for ill-posed inverse problems

Computational Optimization and Applications

Accelerating data uncertainty quantification by solving linear systems with multiple right-hand sides

Numerical Algorithms

Block conjugate gradient type methods for the approximation of bilinear form CHA-1B

Computers & Mathematics with Applications

Parameter estimation in high dimensional Gaussian distributions

Statistics and Computing