Derek DeSantis

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 8

Top Topics

Matrix Factorization

Item Recommendation

Binary Matrices

Data Assimilation

Top Venues

Mach. Learn. Sci. Technol.

ACM Trans. Knowl. Discov. Data

Publications

Derek DeSantis, Ayan Biswas, Earl Lawrence, Phillip Wolfram
Dynamic Data Assimilation of MPAS-O and the Global Drifter Dataset. CoRR (2023)
Derek DeSantis, Erik Skau, Duc P. Truong, Boian S. Alexandrov
Factorization of Binary Matrices: Rank Relations, Uniqueness and Model Selection of Boolean Decomposition. ACM Trans. Knowl. Discov. Data 16 (6) (2022)
Duc P. Truong, Erik Skau, Derek DeSantis, Boian S. Alexandrov
Boolean Matrix Factorization via Nonnegative Auxiliary Optimization. CoRR (2021)
Duc P. Truong, Erik Skau, Derek DeSantis, Boian S. Alexandrov
Boolean Matrix Factorization via Nonnegative Auxiliary Optimization. IEEE Access 9 (2021)
Derek DeSantis, Phillip J. Wolfram, Katrina Bennett, Boian S. Alexandrov
Coarse-Grain Cluster Analysis of Tensors With Application to Climate Biome Identification. CoRR (2020)
Derek DeSantis, Phillip J. Wolfram, Katrina Bennett, Boian S. Alexandrov
Coarse-grain cluster analysis of tensors with application to climate biome identification. Mach. Learn. Sci. Technol. 1 (4) (2020)
Derek DeSantis, Erik Skau, Boian S. Alexandrov
Factorizations of Binary Matrices - Rank Relations and the Uniqueness of Boolean Decompositions. CoRR (2020)
Boian S. Alexandrov, Derek DeSantis, Gianmarco Manzini, Erik Skau
Nonnegative Canonical Polyadic Decomposition with Rank Deficient Factors. CoRR (2019)
Kathryn Leonard, Derek DeSantis
Error Correction for Fire Growth Modeling. ICCSA (1) (2013)