11 citations · 11 across the 3 of their papers we have counts for
5 papers
Robust Bayesian Tensor Factorization with Zero-Inflated Poisson Model and Consensus Aggregation
Daniel Chafamo, Vignesh Shanmugam, Neriman Tokcan
Tensor factorizations (TF) are powerful tools for the efficient representation and analysis of multidimensional data. However, classic TF methods based on maximum likelihood estima…
Algebraic Methods for Tensor Data
Neriman Tokcan, Jonathan Gryak, Kayvan Najarian +1
We develop algebraic methods for computations with tensor data. We give 3 applications: extracting features that are invariant under the orthogonal symmetries in each of the modes,…
Newton Polytopes in Algebraic Combinatorics
Cara Monical, Neriman Tokcan, Alexander Yong
A polynomial has saturated Newton polytope (SNP) if every lattice point of the convex hull of its exponent vectors corresponds to a monomial. We compile instances of SNP in algebra…
On the Waring Rank of Binary Forms
Neriman Tokcan
The -rank of a binary form in is the smallest number of -th powers of linear forms over of which is a -linear combination. We…
Binary forms with three different relative ranks
Bruce Reznick, Neriman Tokcan
Suppose is a binary form of degree with coefficients in a field . The -rank of is the smallest number of -th powers of linear forms ov…