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20142019
most citedPractical Hash Functions for Similarity Estimation and Dimensionality Reduction

10 citations · 22 across the 14 of their papers we have counts for

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Showing 2017Show all

7 papers · 1 filter

stat.ML2017★ 10 cited

Practical Hash Functions for Similarity Estimation and Dimensionality Reduction

Søren Dahlgaard, Mathias Bæk Tejs Knudsen, Mikkel Thorup

Hashing is a basic tool for dimensionality reduction employed in several aspects of machine learning. However, the perfomance analysis is often carried out under the abstract assum…

cs.DS2017

Linear Hashing is Awesome

Mathias Bæk Tejs Knudsen

We consider the hash function where are chosen uniformly at random from . We prove that when we use in hashing wi…

cs.DS2017

The Entropy of Backwards Analysis

Mathias Bæk Tejs Knudsen, Mikkel Thorup

Backwards analysis, first popularized by Seidel, is often the simplest most elegant way of analyzing a randomized algorithm. It applies to incremental algorithms where elements are…

cs.DS2017

Additive Spanners and Distance Oracles in Quadratic Time

Mathias Bæk Tejs Knudsen

Let be an unweighted, undirected graph. An additive -spanner of is a subgraph that approximates all distances between pairs of nodes up to an additive error of ,…

cs.DS2017

New Subquadratic Approximation Algorithms for the Girth

Søren Dahlgaard, Mathias Bæk Tejs Knudsen, Morten Stöckel

We consider the problem of approximating the girth, , of an unweighted and undirected graph with nodes and edges. A seminal result of Itai and Rodeh [SICOMP'78…

cs.DS2017★ 1 cited

Maximal Unbordered Factors of Random Strings

Patrick Hagge Cording, Travis Gagie, Mathias Bæk Tejs Knudsen +1

A border of a string is a non-empty prefix of the string that is also a suffix of the string, and a string is unbordered if it has no border other than itself. Loptev, Kucherov, an…

cs.DS2017★ 2 cited

Finding Even Cycles Faster via Capped k-Walks

Søren Dahlgaard, Mathias Bæk Tejs Knudsen, Morten Stöckel

In this paper, we consider the problem of finding a cycle of length (a ) in an undirected graph with nodes and edges for constant . A classic result…