Alejandra Castillo

Instructor of Mathematics and Statistics

Pomona College

Affiliations

Pomona College

Data Science

Department Of Mathematics And Statistics

Alejandra Castillo is currently serving as a Data Science Instructor of Mathematics and Statistics at Pomona College.

Honors

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Experiences

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Education

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Alejandra Castillo

Pomona College

Instructor of Mathematics and Statistics

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statistics numerical linear algebra high-dimensional statistics linear algebra scientific computing numerical algorithms computational statistics low-rank approximation multilinear subspace learning matrix factorization biological engineering biomedical engineering mathematics drug delivery nanomedicine numerical analysis computational mathematics peptide science nanoparticle research numerical mathematics mathematical optimization statistical methodology peptide engineering matrix theory matrix analysis multivariate approximation nanoparticle peptide therapeutic nano-bio interface peptide biopolymer polymeric nanoparticles factorized operators kaczmarz methods tensor regression block gauss-seidel methods

Notable Scholarly Works

Notable Federal Grants

Collaborators

Block Gauss-Seidel Methods for T-Product Tensor Regression. Numerical Algorithms (2025)

scientific computinglinear algebramultivariate approximationnumerical algorithmshigh-dimensional statisticsmultilinear subspace learninglow-rank approximationstatisticsstatistical methodologyapplied mathematicscomputational statisticsnumerical linear algebrablock gauss-seidel methods

Randomized Iterative Methods for Tensor Regression Under the T-Product. Association for Women in Mathematics series (2025)

scientific computinglinear algebranumerical algorithmstensor regressionmathematical optimizationhigh-dimensional statisticsmultilinear subspace learninglow-rank approximationstatisticsapplied mathematicscomputational statisticsmatrix factorizationnumerical linear algebra

Randomized Kaczmarz Methods for T-Product Tensor Linear Systems With Factorized Operators. BIT Numerical Mathematics (2025)

numerical analysishigh-dimensional statisticsfactorized operatorslow-rank approximationmatrix analysismathematicsmatrix theorymatrix factorizationscientific computingcomputational mathematicsnumerical algorithmsnumerical mathematicsmultilinear subspace learningkaczmarz methodsapplied mathematicscomputational statisticslinear algebrastatisticsnumerical linear algebra

Modeling the Interaction of Polymeric Nanoparticles Functionalized With Cell Penetrating Peptides at the Nano-Bio Interface. Colloids and Surfaces B Biointerfaces (2022)

nanomedicinenanoparticlebiomedical engineeringpeptide therapeuticpeptidepeptide sciencepeptide engineeringnanoparticle researchpolymeric nanoparticlesnano-bio interfacebiopolymerdrug deliverybiological engineering