Questions tagged [communication-complexity]

Questions regarding the amount of communication needed to accomplish a computational task, when the information about the task is spread across several agents

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17
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Descriptive complexity of communication complexity classes

It is well known that some major complexity classes, like P or NP, admit a full logical characterization (e.g NP = existential 2nd order logic by Fagin's theorem). On the other hand, one can also ...
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352 views

Set Intersection lower bounds

Consider $S_1, ...,S_n \subseteq [U]$ where size of $U$ is polylogarithmic in $n$. We allow infinite time to pre-process these sets and then ask queries of the form $S_i \cap S_j$ is empty or not. We ...
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349 views

Communication Complexity with real numbers

I'm looking into communication complexity with real numbers. One problem if we want to define this is that one can encode many real numbers $0.a_1a_2a_3... , 0.b_1b_2b_3..., 0.c_1c_2c_3...$ using only ...
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609 views

Known upper bounds on the communication complexity of Karchmer-Wigderson games

In 1988 Karchmer and Wigderson established a nice characterization of the circuit depth $d$ (DeMorgan circuits) of a Boolean function $f \colon \{0,1\}^n\rightarrow\{0,1\}$: $d$ is exactly the number ...
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191 views

Communication complexity of random functions with limited independence

Let $X_0, \ldots, X_{2^n-1}$ be $k$-wise independent random $0/1$ variables over a sample space $\Omega$ and $Prob \left[ X_i = 1 \right] = p$ for every $i$ and some $0 < p < 1$. Let assume $n$ ...
4
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105 views

Expected vs actual amount of information leaked by an $l$-bits message

Say we have a random variable $X$ that contains $k$ bits of information, and a message $M = f(X)$ ($M$ is deterministic given $X$) that is $l$ bits long, where $l<k$. This implies $H(X) = k$ and $...
4
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158 views

What is the exact communication complexity of subtree disjointness?

A classic textbook example for communication complexity is when A and B both receive a subtree of a an $n$-node tree (that they both know), and they need to output whether their subtrees are disjoint ...
4
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176 views

Just how bad is the fooling set method in communication complexity?

I know that if we take a random function, it's likely that the maximal fooling set is at most $kn$ for some constant $k$, while the CC is almost $n$. What bound can I get from above on the ...
4
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169 views

Nondeterministic communication complexity of Hamming distance

It is something that I think should be known: what is nondeterministic communication complexity of following task: is $H(x,y) \geq k$? There is an obvious upper bound $k \log(n)$. I would expect ...
4
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125 views

Lower Bound for Nonzero Terms of a Polynomial Fully Sensitive at 0

Every boolean function $f:\{0,1\}^n\to \{0,1\}$ can be uniquely represented as a multilinear polynomial $p=\sum_{S\subseteq [n]}c_S \chi_s$ where $\chi_s=\prod_{i\in S}x_i$. A boolean function is ...
4
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221 views

One-way randomized complexity of (variants of) Gap-Hamming-Distance?

The $\textsf{GapHammingDistance}$ problem over $\{0,1\}^n$ is defined as follows: Alice (resp. Bob) is given an input $x\in\{0,1\}^n$ (resp, $y\in\{0,1\}^n$), under the promise that their Hamming ...
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186 views

Do the quantum communication complexity lower bounds hold when parties can send a “duplicated” qubits?

This question continues from the previous question where I mistakenly asked a question that is too general. In quantum communication complexity, we always assume that Alice and Bob have unlimited ...
3
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60 views

Multi-round communication complexity of greater than

For the "greater-than" problem in Yao's 2-party communication complexity model, Alice receives $X$ and Bob receives $Y$, and they need to decide whether $X>Y$. I recently listened to an (...
3
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131 views

Evaluating boolean formula without knowing all values

I am looking for research approaches for the following problem: assume we have a set of $m$ computers, each carries a bit, and a Boolean formula $\varphi$ over those $m$ variables. The computers are ...
3
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123 views

Communication complexity protocols depending on inputs

Classical communication complexity requires one protocol (binary tree with edges labeled by bits Alice and Bob send) to solve the problem for every pair of inputs. What if we allow Alice and Bob to ...
3
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73 views

Communication complexity of edit resilient synchronization

Supposing we have two strings $A$ and $B$ that are both edit distance $\tau$ from each other at two different sites is there a communication complexity model where synchronizing such strings have been ...
3
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182 views

$CIS_G$ problem deterministic lower bound

In notes, http://www.cs.toronto.edu/~toni/Courses/CommComplexity2/Lectures/clique-notes.pdf, it is mentioned towards end of section $4$ that http://dl.acm.org/citation.cfm?id=237817 shows that ...
3
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365 views

Streaming Algorithm Lower Bounds by Communication Complexity

I am learning the methods for proving lower bounds on streaming algorithms using communication complexity. My question is about a basic technique to prove lower bounds on streaming models using the ...
3
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153 views

Lower Bound Methods in NonDet Communication Complexity

rank+($M$) is the minimum $r$ such that the following statement holds. The statement : there exists matrices $U,V$ such that $M = UV$ and $U$ has $r$ columns and $V$ has $r$ rows. Is rank+($M$) ...
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99 views

Lower bounds for list/set data structures without delete

I'm interested in lower bounds on the amortized time cost for either of the following dynamic data structure problems, in the cell probe or RAM model, or any model that lets us do operations on words ...
2
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104 views

What is the communication complexity of approximating addition?

In my circuit complexity research, I came across the need to find the communication complexity of approximating addition. Specifically, the class of problems I am interested in is parametrized by four ...
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73 views

Optimal boolean function encoding with bounded error

Let $F = \{f:\{0,1\}^n \to \{0,1\}\}$ be the set of all boolean functions on $n$ bits. Any such function can be written as a polynomial $f(x) = a_0 + \sum_i^n a_i x_i + \sum_{i,j}^n a_{i,j} x_i x_j + ...
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74 views

Number of $0/1$-monochromatic rectangles and communication complexity

What is the relation between number $0$-monochromatic rectangles in characteristic matrix and communication complexity? What is the relation between number $1$-monochromatic rectangles in ...
2
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112 views

On a possible probabilistic log-rank conjecture

The communication matrix of a function $f$ is a $2^{n}\times 2^{n}$ matrix $M_f$ where the indices of the rows (columns) correspond to the inputs of Alice (Bob), and each entry $M_f (a,b)$ is the ...
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64 views

Modern tools deterministic communication applications

Partition number, Fooling-set method along with rank method provide important tools to identify deterministic communication complexity of a function. These techniques were identified some decades ...
2
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143 views

Are there efficient black-box constructions of sigma-protocols for SAT?

Is there a known black-box construction for the following implication? non-interactive string commitment that stretches additively by an amount which does not depend on the string being ...
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102 views

Deterministic one way communication complexity for message with arbitrary length

Let Alice have a binary string of length $n$ that it wants to send to Bob along a one-bit communication channel. However, Bob does not know the length of the message. I have been looking into ...
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112 views

communication complexity lower bound for computing median

In the textbook by Kushilevitz/Nisan, they give an $O(\log n)$-bit protocol for computing the median in the standard 2-party model of communication complexity, where Alice is given a set $X \subseteq [...
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66 views

Bipartite formula complexity lower bound

I'm trying to understand the paper The Bipartite Formula Complexity of Inner Product is Quadratic, by Avishay Tal. The argument is recapped here. I am having trouble understanding the proof Theorem 3 ...
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80 views

How does Best Partition Communication Complexity behave under input transformations?

I'm looking for references about the behavior of communication complexity under input transformations. A specific toy example of the kind of question I'm interested in is the following. Let $f(x_1,......
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150 views

On the log rank conjecture

We think the log rank conjecture is true over $\{0,1\}$ real matrices and over any fixed alphabet matrix. What is the fastest function $f(r)$ of rank $r$ such that the log rank conjecture over $\{0,1\...
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149 views

Distribution attaining minimum discrepancy of disjointness function

Is it true that for the optimal distribution $\nu$ (not necessarily uniform) that attains minimum discrepancy $\mathsf{disc}(\mathsf{DISJ}_n)$ for the disjointness function $\mathsf{DISJ}_n$ we have ...
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121 views

Is this graph communication game known?

Let $X_m=[m]=\{0,1,\dots,m-1\}$ and let $Y_m=[2m]\setminus [m]$. Given is a complete bipartite graph $G_m$, with parts $X_m$ and $Y_m$ and edges $\{x,y\}$ for every $x\in X_m$ and $y\in Y_m$. Alice ...