Almost-Optimal Upper and Lower Bounds for Clustering in Low Dimensional Euclidean Spaces

This paper improves the running time of (1+ε)(1+\varepsilon)-approximation algorithms for kk-median and kk-means clustering in low-dimensional Euclidean spaces to $2^{\tilde{O}(1/\varepsilon)^{d-1}} \cdot n \cdot \text{polylog}(n)andestablishesanalmostmatchinglowerboundundertheGapExponentialTimeHypothesis,demonstratingthatthisdependenceon and establishes an almost matching lower bound under the Gap Exponential Time Hypothesis, demonstrating that this dependence on 1/\varepsilonanddimension and dimension d$ is essentially optimal.

Vincent Cohen-Addad, Karthik C. S., David Saulpic, Chris SchwiegelshohnWed, 11 Ma💻 cs

On the Diameter of Arrangements of Topological Disks

This paper establishes that the diameter of the dual graph of an arrangement of nn topological disks is bounded by a function of nn and the maximum number of connected components in any pairwise intersection, providing a tight bound of max{2,2Δ}\max\{2, 2\Delta\} for two disks and an O(n32nΔ)O(n^3 2^n \Delta) bound for nn disks by analyzing the count of maximal faces.

Aida Abiad, Boris Aronov, Mark de Berg, Julian Golak, Alexander Grigoriev, Freija van LentWed, 11 Ma🔢 math

Computing LL_\infty Hausdorff Distances Under Translations: The Interplay of Dimensionality, Symmetry and Discreteness

This paper employs fine-grained complexity to analyze the computational hardness of minimizing the LL_\infty Hausdorff distance under translation, revealing intricate dependencies on dimensionality, the directed versus undirected nature of the distance, and the choice between continuous and discrete translation spaces, including asymmetric time complexities and conditional lower bounds that distinguish these variants.

Sebastian Angrick, Kevin Buchin, Geri Gokaj, Marvin KünnemannWed, 11 Ma💻 cs

The Complexity of Extending Storylines with Minimum Local Crossing Number

This paper investigates the computational complexity of extending fixed storyline layouts by inserting missing characters to minimize the local crossing number, proving the problem is W[1]-hard when parameterized by the number of inserted characters and active characters, but fixed-parameter tractable when parameterized by the sum of active characters and the local crossing number.

Alexander Dobler, Siddharth Gupta, Philipp Kindermann, Fabrizio Montecchiani, Martin NöllenburgTue, 10 Ma💻 cs

Efficient Neighbourhood Search in 3D Point Clouds Through Space-Filling Curves and Linear Octrees

This paper presents a highly efficient method for 3D point cloud neighbourhood searching that combines Space-Filling Curves with a linear Octree structure and specialized algorithms, achieving up to 10×\times faster performance and significant cache miss reductions compared to existing solutions while demonstrating strong parallel scalability.

Pablo D. Viñambres, Miguel Yermo, Silvia R. Alcaraz, Oscar G. Lorenzo, Francisco F. Rivera, José C. CabaleiroTue, 10 Ma💻 cs

Sublinear-Time Reconfiguration of Programmable Matter with Joint Movements

This paper resolves an open problem by demonstrating that centralized reconfiguration of geometric amoebot structures using joint movements can be achieved in sublinear time, specifically O(nlogn)O(\sqrt{n}\log n) rounds for transforming any structure into a canonical line segment and constant time for spiral-to-line conversions, without relying on auxiliary assumptions like metamodules.

Manish Kumar, Othon Michail, Andreas Padalkin, Christian ScheidelerThu, 12 Ma💻 cs