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Faster matrix multiplication via asymmetric hashing
Fast matrix multiplication is one of the most fundamental problems in algorithm research.
The exponent of the optimal time complexity of matrix multiplication is usually denoted by ω …
The exponent of the optimal time complexity of matrix multiplication is usually denoted by ω …
Limits on the universal method for matrix multiplication
J Alman - arxiv preprint arxiv:1812.08731, 2018 - arxiv.org
In this work, we prove limitations on the known methods for designing matrix multiplication
algorithms. Alman and Vassilevska Williams recently defined the Universal Method, which …
algorithms. Alman and Vassilevska Williams recently defined the Universal Method, which …
Fast Deterministic Chromatic Number under the Asymptotic Rank Conjecture
In this paper we further explore the recently discovered connection by Björklund and Kaski
[STOC 2024] and Pratt [STOC 2024] between the asymptotic rank conjecture of Strassen …
[STOC 2024] and Pratt [STOC 2024] between the asymptotic rank conjecture of Strassen …
Generalizations of matrix multiplication can solve the light bulb problem
In the light bulb problem, one is given as input vectors x_1,...,x_n,y_1,...,y_n∈{-1,1\}^d which
are all uniformly random. They are all chosen independently except for a planted pair …
are all uniformly random. They are all chosen independently except for a planted pair …
[PDF][PDF] The asymptotic rank conjecture and the set cover conjecture are not both true
Strassen's asymptotic rank conjecture [Progr. Math. 120 (1994)] claims a strong
submultiplicative upper bound on the rank of a three-tensor obtained as an iterated …
submultiplicative upper bound on the rank of a three-tensor obtained as an iterated …
A universal sequence of tensors for the asymptotic rank conjecture
The exponent $\sigma (T) $ of a tensor $ T\in\mathbb {F}^ d\otimes\mathbb {F}^
d\otimes\mathbb {F}^ d $ over a field $\mathbb {F} $ captures the base of the exponential …
d\otimes\mathbb {F}^ d $ over a field $\mathbb {F} $ captures the base of the exponential …
Algorithms for matrix multiplication via sampling and opportunistic matrix multiplication
DG Harris - arxiv preprint arxiv:2109.13335, 2021 - arxiv.org
Karppa & Kaski (2019) proposed a novel``broken" or``opportunistic" matrix multiplication
algorithm, based on a variant of Strassen's algorithm, and used this to develop new …
algorithm, based on a variant of Strassen's algorithm, and used this to develop new …
Linear algebraic techniques in algorithms and complexity
J Alman - 2019 - dspace.mit.edu
Our main limitation result is that a large class of tensors generalizing the Coppersmith-
Winograd tensors (the family of tensors used in all record-holding algorithms for the past 30+ …
Winograd tensors (the family of tensors used in all record-holding algorithms for the past 30+ …
Algorithms for Matrix Multiplication via Sampling and Opportunistic Matrix Multiplication
DG Harris - Algorithmica, 2024 - Springer
As proposed by Karppa and Kaski (in: Proceedings 30th ACM-SIAM Symposium on Discrete
Algorithms (SODA), 2019) a novel “broken" or" opportunistic" matrix multiplication algorithm …
Algorithms (SODA), 2019) a novel “broken" or" opportunistic" matrix multiplication algorithm …