21 citations · 125 across the 23 of their papers we have counts for
3 papers · 1 filter
Bayesian Experimental Design for Symbolic Discovery
Kenneth L. Clarkson, Cristina Cornelio, Sanjeeb Dash +3
This study concerns the formulation and application of Bayesian optimal experimental design to symbolic discovery, which is the inference from observational data of predictive mode…
Topological data analysis on noisy quantum computers
Ismail Yunus Akhalwaya, Shashanka Ubaru, Kenneth L. Clarkson +6
Topological data analysis (TDA) is a powerful technique for extracting complex and valuable shape-related summaries of high-dimensional data. However, the computational demands of…
Low-Rank Approximation with Matrix-Vector Products
Ainesh Bakshi, Kenneth L. Clarkson, David P. Woodruff
We study iterative methods based on Krylov subspaces for low-rank approximation under any Schatten- norm. Here, given access to a matrix through matrix-vector products, an a…