We further develop the group-theoretic approach to fast matrix multiplication introduced by Cohn and Umans, and for the first time use it to derive algorithms asymptotically faster than the standard algorithm. We describe several families of wreath product groups that achieve matrix multiplication exponent less than 3, the asymptotically fastest of which achieves exponent 2.41. We present two conjectures regarding specific improvements, one combinatorial and the other algebraic. Either one would imply that the exponent of matrix multiplication is 2
We perform forward error analysis for a large class of recursive matrix multiplication algorithms in...
AbstractThe method of trilinear aggregating with implicit canceling for the design of fast matrix mu...
This dissertation reviews the theory of fast matrix multiplication from a multilinear-algebraic poin...
The exponent of matrix multiplication is the smallest real number ω such that for all ε>0, O(n^(ω+ε)...
The Cohn-Umans group-theoretic approach to matrix multiplication suggests embedding matrix multiplic...
Based on Cohn and Umans’ group-theoretic method, we embed matrix multiplication into several group...
We develop a new, group-theoretic approach to bounding the exponent of matrix multiplication. There ...
Recent work has shown that fast matrix multiplication algorithms can be constructed by embedding the...
In 2003 Cohn and Umans introduced a new group-theoretic framework for doing fast matrix multiplicati...
We introduce a relaxation of the notion of tensor rank, called s-rank, and show that upper bounds on...
In 2003, Cohn and Umans described a framework for proving upper bounds on the exponent ω of matrix m...
© 2018 IEEE. We study the known techniques for designing Matrix Multiplication algorithms. The two ...
AbstractThe recent progress in the asymptotic acceleration of matrix multiplication and of related m...
AbstractFirst we study asymptotically fast algorithms for rectangular matrix multiplication. We begi...
We present a new fast search algorithm for (m,m,m) Triple Product Property (TPP) triples as defined ...
We perform forward error analysis for a large class of recursive matrix multiplication algorithms in...
AbstractThe method of trilinear aggregating with implicit canceling for the design of fast matrix mu...
This dissertation reviews the theory of fast matrix multiplication from a multilinear-algebraic poin...
The exponent of matrix multiplication is the smallest real number ω such that for all ε>0, O(n^(ω+ε)...
The Cohn-Umans group-theoretic approach to matrix multiplication suggests embedding matrix multiplic...
Based on Cohn and Umans’ group-theoretic method, we embed matrix multiplication into several group...
We develop a new, group-theoretic approach to bounding the exponent of matrix multiplication. There ...
Recent work has shown that fast matrix multiplication algorithms can be constructed by embedding the...
In 2003 Cohn and Umans introduced a new group-theoretic framework for doing fast matrix multiplicati...
We introduce a relaxation of the notion of tensor rank, called s-rank, and show that upper bounds on...
In 2003, Cohn and Umans described a framework for proving upper bounds on the exponent ω of matrix m...
© 2018 IEEE. We study the known techniques for designing Matrix Multiplication algorithms. The two ...
AbstractThe recent progress in the asymptotic acceleration of matrix multiplication and of related m...
AbstractFirst we study asymptotically fast algorithms for rectangular matrix multiplication. We begi...
We present a new fast search algorithm for (m,m,m) Triple Product Property (TPP) triples as defined ...
We perform forward error analysis for a large class of recursive matrix multiplication algorithms in...
AbstractThe method of trilinear aggregating with implicit canceling for the design of fast matrix mu...
This dissertation reviews the theory of fast matrix multiplication from a multilinear-algebraic poin...