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math.OC2020
Robust Least Squares for Quantized Data Matrices
Richard Clancy, Stephen Becker
In this paper we formulate and solve a robust least squares problem for a system of linear equations subject to quantization error in the data matrix. Ordinary least squares fails…
cs.LG2020
Locality-sensitive hashing in function spaces
Will Shand, Stephen Becker
We discuss the problem of performing similarity search over function spaces. To perform search over such spaces in a reasonable amount of time, we use {\it locality-sensitive hashi…