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

A note on approximating the average degree of bounded arboricity graphs

This paper presents a simplified and fully analyzed sublinear-time algorithm that achieves a (1+ε)(1+\varepsilon)-approximation of the average degree in bounded arboricity graphs using O(ε2α/d)O(\varepsilon^{-2}\alpha/d) queries, thereby recovering logarithmic factors lost in previous work and offering a modified version with O(ε2n/d)O(\varepsilon^{-2}\sqrt{n/d}) query complexity.

Talya Eden, C. SeshadhriTue, 10 Ma💻 cs

The Theory and Practice of Computing the Bus-Factor

This paper proposes a unified, domain-agnostic framework for computing the bus-factor by modeling projects as bipartite graphs, proving the NP-hardness of both redundancy and criticality formulations, and introducing a novel robustness-based measure with efficient linear-time approximations that outperforms existing methods in capturing project risk and fragmentation.

Sebastiano A. Piccolo, Pasquale De Meo, Giorgio Terracina, Gianluigi GrecoTue, 10 Ma💻 cs

Three Fixed-Dimension Satisfiability Semantics for Quantum Logic: Implications and an Explicit Separator

This paper compares three fixed-dimension satisfiability semantics for quantum logic—standard Hilbert-lattice, global commuting-projector, and local partial-Boolean—proving a strict hierarchy where the standard semantics is strictly more expressive than the others, as demonstrated by an explicit formula that is satisfiable in the standard semantics but unsatisfiable under the other two for all dimensions d2d \ge 2.

Joaquim Reizi HiguchiTue, 10 Ma🔢 math