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Lucas Roberts

2 papers hereh-index 446 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • math.NA1
  • stat.ML1
same name
  • Lucas Roberts — 2 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedGini-regularized Optimal Transport with an Application to Spatio-Temporal Forecasting

7 citations · 7 across the 1 of their papers we have counts for

collaborators

2 papers

math.NA2020

QR and LQ Decomposition Matrix Backpropagation Algorithms for Square, Wide, and Deep -- Real or Complex -- Matrices and Their Software Implementation

Denisa A. O. Roberts, Lucas R. Roberts

This article presents matrix backpropagation algorithms for the QR decomposition of matrices Am,n​, that are either square (m = n), wide (m < n), or deep (m > n), with rank $k…

stat.ML2017★ 7 cited

Gini-regularized Optimal Transport with an Application to Spatio-Temporal Forecasting

Lucas Roberts, Leo Razoumov, Lin Su +1

Rapidly growing product lines and services require a finer-granularity forecast that considers geographic locales. However the open question remains, how to assess the quality of a…

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