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20112026
most citedFast Exact k-Means, k-Medians and Bregman Divergence Clustering in 1D

48 citations · 181 across the 49 of their papers we have counts for

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Showing 2017Show all

5 papers · 1 filter

cs.DS2017

Tight Cell Probe Bounds for Succinct Boolean Matrix-Vector Multiplication

Diptarka Chakraborty, Lior Kamma, Kasper Green Larsen

The conjectured hardness of Boolean matrix-vector multiplication has been used with great success to prove conditional lower bounds for numerous important data structure problems,…

cs.DS2017★ 1 cited

Constructive Discrepancy Minimization with Hereditary L2 Guarantees

Kasper Green Larsen

In discrepancy minimization problems, we are given a family of sets , with each a subset of some universe $U = \{u_1,\dots,u_…

math.FA2017★ 1 cited

On Using Toeplitz and Circulant Matrices for Johnson-Lindenstrauss Transforms

Casper Benjamin Freksen, Kasper Green Larsen

The Johnson-Lindenstrauss lemma is one of the corner stone results in dimensionality reduction. It says that given , for any set of vectors , there e…

cs.DS2017

Crossing the Logarithmic Barrier for Dynamic Boolean Data Structure Lower Bounds

Kasper Green Larsen, Omri Weinstein, Huacheng Yu

This paper proves the first super-logarithmic lower bounds on the cell probe complexity of dynamic boolean (a.k.a. decision) data structure problems, a long-standing milestone in d…

cs.DS2017★ 48 cited

Fast Exact k-Means, k-Medians and Bregman Divergence Clustering in 1D

Allan Grønlund, Kasper Green Larsen, Alexander Mathiasen +3

The -Means clustering problem on points is NP-Hard for any dimension , however, for the 1D case there exists exact polynomial time algorithms. Previous literature re…