7 citations · 14 across the 5 of their papers we have counts for
5 papers
Which Programming Language and Model Work Best With LLM-as-a-Judge For Code Retrieval?
Lucas Roberts, Denisa Roberts
Code search is an important information retrieval application. Benefits of better code search include faster new developer on-boarding, reduced software maintenance, and ease of un…
Smart Vision-Language Reasoners
Denisa Roberts, Lucas Roberts
In this article, we investigate vision-language models (VLM) as reasoners. The ability to form abstractions underlies mathematical reasoning, problem-solving, and other Math AI tas…
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 , that are either square (m = n), wide (m < n), or deep (m > n), with rank $k…
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…
An Expectation Maximization Framework for Yule-Simon Preferential Attachment Models
Lucas Roberts, Denisa Roberts
In this paper we develop an Expectation Maximization(EM) algorithm to estimate the parameter of a Yule-Simon distribution. The Yule-Simon distribution exhibits the "rich get richer…