4 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.LG2022
Singular Value Perturbation and Deep Network Optimization
Rudolf H. Riedi, Randall Balestriero, Richard G. Baraniuk
We develop new theoretical results on matrix perturbation to shed light on the impact of architecture on the performance of a deep network. In particular, we explain analytically w…
math.ST2006★ 4 cited
Optimal sampling strategies for multiscale stochastic processes
Vinay J. Ribeiro, Rudolf H. Riedi, Richard G. Baraniuk
In this paper, we determine which non-random sampling of fixed size gives the best linear predictor of the sum of a finite spatial population. We employ different multiscale superp…