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We consider a standard distributed optimisation setting where $N$ machines, each holding a $d$-dimensional function $f_i$, aim to jointly minimise the sum of the functions $\sum_{i = 1}^N f_i (x)$. This problem arises naturally in…

机器学习 · 计算机科学 2021-12-08 Dan Alistarh , Janne H. Korhonen

Quantum-inspired classical algorithms provide us with a new way to understand the computational power of quantum computers for practically-relevant problems, especially in machine learning. In the past several years, numerous efficient…

量子物理 · 物理学 2025-01-15 Nikhil S. Mande , Changpeng Shao

We study local computation algorithms (LCA) for maximum matching. An LCA does not return its output entirely, but reveals parts of it upon query. For matchings, each query is a vertex $v$; the LCA should return whether $v$ is matched -- and…

数据结构与算法 · 计算机科学 2023-11-17 Soheil Behnezhad , Mohammad Roghani , Aviad Rubinstein

A classical problem in combinatorics seeks colorings of low discrepancy. More concretely, the goal is to color the elements of a set system so that the number of appearances of any color among the elements in each set is as balanced as…

计算机科学与博弈论 · 计算机科学 2025-02-19 Ioannis Caragiannis , Kasper Green Larsen , Sudarshan Shyam

In a recent preprint by Deutsch et al. [1995] the authors suggest the possibility of polynomial approximability of arbitrary unitary operations on $n$ qubits by 2-qubit unitary operations. We address that comment by proving strong lower…

量子物理 · 物理学 2008-02-03 E. Knill

The Rubik's Cube is perhaps the world's most famous and iconic puzzle, well-known to have a rich underlying mathematical structure (group theory). In this paper, we show that the Rubik's Cube also has a rich underlying algorithmic…

数据结构与算法 · 计算机科学 2011-06-29 Erik D. Demaine , Martin L. Demaine , Sarah Eisenstat , Anna Lubiw , Andrew Winslow

Any rule for identifying a quantum system's state within a set of two non-orthogonal pure states by a single measurement is flawed. It has a non-zero probability of either yielding the wrong result or leaving the query undecided. This also…

量子物理 · 物理学 2012-04-16 Gebhard Gruebl , Laurin Ostermann

We present a lower bound for Pauli Manipulation Detection (PMD) codes, a class of quantum codes that detect every Pauli error with high probability. Our lower bound reveals the first trade-off between the error parameter and the coding…

量子物理 · 物理学 2026-04-21 Keiya Ichikawa , Kenji Yasunaga

Upper bounds on the communication complexity of finding the nearest lattice point in a given lattice $\Lambda \subset \mathbb{R}^2$ was considered in earlier works~\cite{VB:2017}, for a two party, interactive communication model. Here we…

信息论 · 计算机科学 2018-03-28 Vinay A. Vaishampayan

Distribution testing can be described as follows: $q$ samples are being drawn from some unknown distribution $P$ over a known domain $[n]$. After the sampling process, a decision must be made about whether $P$ holds some property, or is far…

分布式、并行与集群计算 · 计算机科学 2020-12-04 Uri Meir

Given an integer array $A[1..n]$, the Range Minimum Query problem (RMQ) asks to preprocess $A$ into a data structure, supporting RMQ queries: given $a,b\in [1,n]$, return the index $i\in[a,b]$ that minimizes $A[i]$, i.e.,…

数据结构与算法 · 计算机科学 2021-11-05 Mingmou Liu , Huacheng Yu

We present an $\tilde{O}(n^{2/3}/\epsilon^2)$-query algorithm that tests whether an unknown Boolean function $f\colon\{0,1\}^n\rightarrow \{0,1\}$ is unate (i.e., every variable is either non-decreasing or non-increasing) or $\epsilon$-far…

数据结构与算法 · 计算机科学 2019-04-11 Xi Chen , Erik Waingarten

We consider the well-studied problem of learning intersections of halfspaces under the Gaussian distribution in the challenging \emph{agnostic learning} model. Recent work of Diakonikolas et al. (2021) shows that any Statistical Query (SQ)…

机器学习 · 计算机科学 2022-02-11 Daniel Hsu , Clayton Sanford , Rocco Servedio , Emmanouil-Vasileios Vlatakis-Gkaragkounis

We prove tight bounds of Theta(k log k) queries for non-adaptively testing whether a function f:{0,1}^n -> {0,1} is a k-parity or far from any k-parity. The lower bound combines a recent method of Blais, Brody and Matulef [BBM11] to get…

计算复杂性 · 计算机科学 2013-07-04 Harry Buhrman , David Garcia-Soriano , Arie Matsliah , Ronald de Wolf

We consider the LOCAL model of distributed computing, where in a single round of communication each node can send to each of its neighbors a message of an arbitrary size. It is know that, classically, the round complexity of 3-coloring an…

量子物理 · 物理学 2022-12-07 François Le Gall , Ansis Rosmanis

Given a mixture between two populations of coins, "positive" coins that each have -- unknown and potentially different -- bias $\geq\frac{1}{2}+\Delta$ and "negative" coins with bias $\leq\frac{1}{2}-\Delta$, we consider the task of…

机器学习 · 计算机科学 2021-02-08 Jasper C. H. Lee , Paul Valiant

Local Search problem, which finds a local minimum of a black-box function on a given graph, is of both practical and theoretical importance to combinatorial optimization, complexity theory and many other areas in theoretical computer…

量子物理 · 物理学 2007-05-23 Shengyu Zhang

We consider the possibility of encoding m classical bits into much fewer n quantum bits so that an arbitrary bit from the original m bits can be recovered with a good probability, and we show that non-trivial quantum encodings exist that…

量子物理 · 物理学 2019-08-17 Andris Ambainis , Ashwin Nayak , Amnon Ta-Shma , Umesh Vazirani

In this paper, we study the following variant of the junta learning problem. We are given oracle access to a Boolean function $f$ on $n$ variables that only depends on $k$ variables, and, when restricted to them, equals some predefined…

量子物理 · 物理学 2014-10-29 Aleksandrs Belovs

Although many authors have considered how many ternary comparisons it takes to sort a multiset $S$ of size $n$, the best known upper and lower bounds still differ by a term linear in $n$. In this paper we restrict our attention to online…

数据结构与算法 · 计算机科学 2009-07-07 Travis Gagie , Yakov Nekrich