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Large language models have become ubiquitous in modern life, finding applications in various domains such as natural language processing, language translation, and speech recognition. Recently, a breakthrough work [Zhao, Panigrahi, Ge, and…

数据结构与算法 · 计算机科学 2023-04-14 Yichuan Deng , Yeqi Gao , Zhao Song

We introduce a new notion of acyclicity representation in labeled graphs, and present three applications thereof. Our main result is an algorithm that, given a graph $G$ and a $k$-clique expression of $G$, in time $O(6^kn^c)$ counts modulo…

数据结构与算法 · 计算机科学 2025-12-02 Narek Bojikian , Stefan Kratsch

The Massively Parallel Computation (MPC) model serves as a common abstraction of many modern large-scale data processing frameworks, and has been receiving increasingly more attention over the past few years, especially in the context of…

分布式、并行与集群计算 · 计算机科学 2020-01-08 Danupon Nanongkai , Michele Scquizzato

Recently it was shown (by the author) that every graph of size $q$ (the number of edges) and minimum degree $\delta$ is hamiltonian if $q\le\delta^2+\delta-1$ (arXiv:1107.2201v1). In this paper we present the exact analog of this result for…

组合数学 · 数学 2011-12-13 Zh. G. Nikoghosyan

Let \(H(n)\) denote the Hilbert number, i.e.\ the maximal number of limit cycles of planar polynomial vector fields of degree \(\le n\). A classical lower-bound mechanism for \(H(n)\) is \emph{replication}: one pulls back a vector field by…

动力系统 · 数学 2026-04-15 Olimjon Eshkobilov , Shirali Kadyrov , Khudoyor Mamayusupov

After long-term efforts, the Hamilton path (cycle) problem for connected vertex-transitive graphs of order $pq$ (where $p$ and $q$ are primes) was finally resolved in 2021, see [10]. Fifteen years ago, mathematicians began addressing this…

组合数学 · 数学 2025-07-08 Huye Chen , Jingjian Li , Hao Yu

We present a general method for converting any family of unsatisfiable CNF formulas that is hard for one of the simplest proof systems, tree resolution, into formulas that require large rank in any proof system that manipulates polynomials…

计算复杂性 · 计算机科学 2009-12-04 Paul Beame , Trinh Huynh , Toniann Pitassi

In this paper, we prove $\text{ex}(n, C_{2k})\le (16\sqrt{5}\sqrt{k\log k} + o(1))\cdot n^{1+1/k}$. We improved on Bukh--Jiang's method used in their 2017 publication, thereby reducing the best known upper bound by a factor of $\sqrt{5\log…

组合数学 · 数学 2020-09-11 Zhiyang He

The goal of the paper is to give fine-grained hardness results for the Subgraph Isomorphism (SI) problem for fixed size induced patterns $H$, based on the $k$-Clique hypothesis that the current best algorithms for Clique are optimal. Our…

计算复杂性 · 计算机科学 2022-09-07 Mina Dalirrooyfard , Virginia Vassilevska Williams

We propose a new framework for Hamiltonian Monte Carlo (HMC) on truncated probability distributions with smooth underlying density functions. Traditional HMC requires computing the gradient of potential function associated with the target…

机器学习 · 统计学 2017-09-12 Kexin Yi , Finale Doshi-Velez

In this paper we present the first deterministic polynomial time algorithm for determining the existence of a Hamiltonian cycle and finding a Hamiltonian cycle in general graphs. Our algorithm can also solve the Hamiltonian path problem in…

数据结构与算法 · 计算机科学 2022-07-12 Aimin Hou

The notion of treewidth, introduced by Robertson and Seymour in their seminal Graph Minors series, turned out to have tremendous impact on graph algorithmics. Many hard computational problems on graphs turn out to be efficiently solvable in…

数据结构与算法 · 计算机科学 2019-09-24 Michał Ziobro , Marcin Pilipczuk

Suppose that we observe entries or, more generally, linear combinations of entries of an unknown $m\times T$-matrix $A$ corrupted by noise. We are particularly interested in the high-dimensional setting where the number $mT$ of unknown…

统计理论 · 数学 2011-05-16 Angelika Rohde , Alexandre B. Tsybakov

The application of binary matrices are numerous. Representing a matrix as a mixture of a small collection of latent vectors via low-rank decomposition is often seen as an advantageous method to interpret and analyze data. In this work, we…

数值分析 · 数学 2021-11-03 Derek DeSantis , Erik Skau , Duc P. Truong , Boian Alexandrov

The classic algorithm of Viterbi computes the most likely path in a Hidden Markov Model (HMM) that results in a given sequence of observations. It runs in time $O(Tn^2)$ given a sequence of $T$ observations from a HMM with $n$ states.…

计算复杂性 · 计算机科学 2016-11-04 Arturs Backurs , Christos Tzamos

In this note, we study the emergence of Hamiltonian Berge cycles in random $r$-uniform hypergraphs. For $r\geq 3$, we prove an optimal stopping-time result that if edges are sequently added to an initially empty $r$-graph, then as soon as…

组合数学 · 数学 2021-07-01 Deepak Bal , Ross Berkowitz , Pat Devlin , Mathias Schacht

We study the problem of finding a minimum homology basis, that is, a lightest set of cycles that generates the $1$-dimensional homology classes with $\mathbb{Z}_2$ coefficients in a given simplicial complex $K$. This problem has been…

计算几何 · 计算机科学 2025-07-15 Amritendu Dhar , Vijay Natarajan , Abhishek Rathod

Let $M$ be a closed, orientable hyperbolic 3-manifold and $\phi$ a homomorphism of its fundamental group onto $\mathbb{Z}$ that is not induced by a fibration over the circle. For each natural number $n$ we give an explicit lower bound,…

几何拓扑 · 数学 2016-07-20 Jason DeBlois

We give the first input-sparsity time algorithms for the rank-$k$ low rank approximation problem in every Schatten norm. Specifically, for a given $n\times n$ matrix $A$, our algorithm computes $Y,Z\in \mathbb{R}^{n\times k}$, which, with…

数据结构与算法 · 计算机科学 2020-07-01 Yi Li , David Woodruff

We prove a new sufficient pair degree condition for tight Hamiltonian cycles in $3$-uniform hypergraphs that (asymptotically) improves the best known pair degree condition due to R\"odl, Ruci\'nski, and Szemer\'edi. For graphs, Chv\'atal…

组合数学 · 数学 2021-02-04 Bjarne Schülke