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computational complexity of sparse matrix powers

Given a sparse matrix $A$ with $nnz(A)$ denoting the number of non-zero entries in it. What is the computational complexity of computing $A^k$, for some positive integer $k$? As $k$ gets larger, I ...
user43464's user avatar
  • 209
3 votes
1 answer
86 views

Does ${\bf CPO}$ have $\omega$-colimits?

Does the category ${\bf CPO}$ have $\omega$-colimits? By ${\bf CPO}$ I mean the category that has as objects the $\omega$-complete pointed partial orders and as arrows $\omega$-continuous functions.
LaR's user avatar
  • 183
5 votes
0 answers
89 views

Reductions and projections in circuit complexity

I'm struggling to find a good reference that defines the difference between projection and monotone projection in the context of Boolean functions and circuit complexity. My understanding is that a ...
Noel Arteche's user avatar
7 votes
1 answer
266 views

Is $PSPACE$ believed to be different than $PP$?

From Googling, I couldn't find any discussion about whether $PP=PSPACE$ is more or less likely than $PP\subsetneq PSPACE$. Is it currently believed that $PP\neq PSPACE$? What would be the ...
M A's user avatar
  • 215
0 votes
0 answers
65 views

Maintaining a $K_{3,3}$-minor-free graph

Suppose we are given that an undirected, connected graph $G$ is $K_{3,3}$-minor-free. Let $a,b\in V(G)$ be non-adjacent vertices. Under what conditions is the graph that results by adding the edge $(a,...
BBK's user avatar
  • 95
0 votes
0 answers
62 views

Unclear explanation of basic parallel DAG computation

Consider computation represented as a DAG, without if-then-else conditions, where nodes represent tasks and edges represent data dependencies. For example, A->B->C means that there are 3 tasks ...
anon2328's user avatar
0 votes
1 answer
56 views

Spectral sparsification of graphs with negative edge weights

I am reading the following well-known paper on spectral sparsification of weighted graphs: https://arxiv.org/pdf/0808.4134.pdf. Page 2 contains most of the definitions relevant to this question. It is ...
K V's user avatar
  • 1
6 votes
1 answer
285 views

Concrete family of propositional formulas

Let $k,n \in \mathbb{N}$, where $k$ can be thought of as being fixed constant. For each $1 \leq \ell \leq k$ and $1 \leq i \leq n$ we have a proposition symbol $p_{(\ell,i)}$ (so in total we have $nk$-...
Reijo Jaakkola's user avatar
0 votes
1 answer
79 views

Regarding UNSAT bechmark of SATLIB found as SAT instance

I found the Satisfiable assignment to one of the UNSAT [SATLIB benchmark][1] instance, specifically uuf50-01.cnf as below answer: [1, 2, 3, 4, -5, -6, -7, -8, 9, 10, -11, 12, 13, 14, -15, -16, 17, 18, ...
vinaych's user avatar
  • 11
0 votes
0 answers
32 views

Computational complexity of CVaR calculation

I am currently looking for literature discussing the computational complexity of CVaR calculation. At this point the only work I have found is the following. Mavronicolas, Marios, and Burkhard Monien. ...
Omar Shehab's user avatar
0 votes
0 answers
91 views

Non-uniformity assumptions in circuit complexity

I recently came accross the following standard inclusion of complexity classes: $$\textbf{NC}^0 \subseteq \textbf{AC}^0 \subseteq \textbf{NC}^1 \subseteq \textbf{L} \subseteq \textbf{NL} \subseteq \...
Noel Arteche's user avatar
3 votes
0 answers
99 views

Context-free languages and free/bound variables

Fix a first-order language $L_0$, and let $$L=\{f(\varphi)\mid \varphi \text{ is a well-formed formula of $L_0$}\},$$ where $f(\varphi)$ is $\varphi$ with all occurrences of free variables underlined. ...
Bjørn Kjos-Hanssen's user avatar
7 votes
1 answer
247 views

How do separations in of query complexities imply complexity class separations relative to oracles?

Simon's problem is the following: Given oracle access to a Boolean function $f: \{0,1\}^n\rightarrow \{0,1\}^n$, and promised that precisely one of the following two cases is true, decide which of ...
gen's user avatar
  • 250
0 votes
0 answers
52 views

Non-uniform consequences of uniform derandomization

Adleman showed that $\mathsf{BPP/poly} \subseteq \mathsf{P/poly}$. Does $\mathsf{P} = \mathsf{BPP}$ have any implications for $\mathsf{BPP}/a(n) \subseteq \mathsf{P}/a(n)$ $\mathsf{BPTIME}(t(n))/a(n) ...
Nicholas Brandt's user avatar
0 votes
0 answers
52 views

Maximum-weight matroid intersection with real weights

Given a matroid with weighted elements, a basis with maximum total weight can be found in polynomial time using the greedy algorithm. This is true even when the weights are real numbers, if we assume ...
Erel Segal-Halevi's user avatar
1 vote
0 answers
68 views

One way analogues of Logspace

When we say a function is one-way we typically mean a function is encodable in $P$ but its decryption is not in $P$ but in $UP$. Likewise we say a function is logspace one-way if the function is ...
Turbo's user avatar
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0 votes
0 answers
11 views

Queueing theory. How to figure out if steady state or grows without bound?

I have a real-life problem from work that we haven't been able to figure out. None of us have advanced CS background. Rate R of message arrival to the system from a client is 7/10s. 25 workers do ...
T. Webster's user avatar
3 votes
0 answers
68 views

Bounding the size of a power of a proper interval graph

Is there a citable proof of the following result (or perhaps a generalization of it)? Lemma 1. Let $G=(V, E)$ be a proper interval graph. Let $G^k=(V, E^k)$ be the $k$th power of $G$. Then $|E^k| = ...
Neal Young's user avatar
  • 9,555
1 vote
0 answers
97 views

How to download .bib of all papers ever published in main venues in TCS (journals, conferences, repositories, etc.)

Is there now a system out there that does this? Or even venue by venue -- for example, is there a way to download all references for all papers published any time in JACM? I tried DBLP but I couldn'...
Manu's user avatar
  • 7,589
0 votes
1 answer
87 views

Can an unrestricted grammar have a rule with only terminals on the left-hand side?

In the definition of unrestricted (type 0) grammars we only really have the rule that the lhs cannot be the empty string. Then, is it allowed to have a production rule with an lhs consisting only of ...
throwaway-grammars's user avatar
2 votes
0 answers
98 views

Problems in $P^{PP}$

I just discovered that a problem that I was studying could belong to $P^{PP}$, I would like to prove that this problem is $P^{PP}$-complete (if that is even a thing). The issue is that I'm unable to ...
AITOR GODOY's user avatar
0 votes
0 answers
85 views

Existence of a family of size 2^Ω(n) of subsets of {1,...,n} each of cardinality n/4 where two subsets have at most n/8 elements in common

Let $\mathcal{G}$ be a family of $t=2^{\Omega(n)}$ subsets of $N=\{1,2,...,n\}$, each of cardinality $n / 4$ so that any two distinct members of $\mathcal{G}$ have at most $n / 8$ elements in common. ...
C. Mürtz's user avatar
  • 101
3 votes
1 answer
119 views

Hardness of Maximum Independent Set in 3-Colorable Graphs

Let $G = (V,E)$ be an undirected graph such that there is a proper coloring of the vertices of $G$ in three colors. Question: In such graphs, are there known results for the hardness of finding a ...
John's user avatar
  • 103
1 vote
0 answers
51 views

Better approximation of the subset in the membership oracle

A standard tool for estimating the size of a subset via membership oracle queries is given below. Lemma 2.8: . Consider two (finite) sets $B ⊆ U$, where $n = |U|$. Let $ε ∈ (0, 1)$ and $γ ∈ (0, 1/2)$ ...
Com's user avatar
  • 41
11 votes
1 answer
1k views

Is the 3-coloring problem NP-hard on graphs of maximal degree 3?

Consider the 3-coloring problem: given an undirected graph $G = (V, E)$, decide if there is a 3-coloring of $G$, i.e., a function $f$ from $G$ to $\{1, 2, 3\}$ such that there is no edge $\{u, v\}$ in ...
a3nm's user avatar
  • 8,234
1 vote
1 answer
152 views

Graph partitioning to minimize sum of intra-partition edge weights

I've seen a lot of graph partitioning algorithms w/ the objective of minimizing the weight of inter-partition edges, (e.g. k-way partitioning) but haven't quite found anything on minimizing the total ...
axizzt's user avatar
  • 11
2 votes
2 answers
221 views

Resources for hoodie design related to theoretical CS [closed]

I have to design a hoodie for my computer science batch, and I want it to be related to Theoretical computer science. I don't want to slap on some text with HTML-like angle brackets, but actually want ...
Mr.HiggsBoson's user avatar
1 vote
0 answers
47 views

Enumerating all parse trees from a parse forest

Say a generalized parsing algorithm whether a GLL parser or Early parser generates a parse forest. Would it be possible to enumerate all of the parse trees from the forest? If possible, in a lazy ...
mizunomi's user avatar
2 votes
1 answer
56 views

Sampling strategies for Quicksort

I'm studying a variation of Quicksort in which the algorithm samples a subarray of size $f(n)< n$ ($n$ is the size of the input array) and then chooses the pivot from this subarray. The pivot is ...
joeren1020's user avatar
3 votes
1 answer
178 views

Solving linear programs with special structure

We have an application and at some point we need to solve a linear programming problem that looks like this: $$ \min\ w_{1,2} + w_{3,4} + w_{5,6}\\ x_i - x_j \leq c_{ij},\ \forall\ (i,j) \in C\\ x_1 - ...
Maltus's user avatar
  • 73
2 votes
0 answers
111 views

Computing real numbers with Turing Machines

Consider the following decision problem: Given a two integers $n$ and $k$, decide whether $k=\lfloor n\pi\rfloor$ Question: Is this problem known to be in $P$? Although this may look like a stupid ...
Mathieu Mari's user avatar
0 votes
0 answers
68 views

On the Reductions of Functional complexity Classes

In Chapter 10 of Computational Complexity by Christos Papadimitriou, it is noted that reduction between problems of functional complexity classes are defined as follows: Function problem A reduces to ...
Krish Singal's user avatar
1 vote
2 answers
204 views

How much information does it take to specify, not each member of a group, but any one member?

It takes exactly $\log_2 n := \lg n$ bits of information to specify a number from $\{1,2,\ldots,n\}.$ Likewise, it takes $\lg{n\choose s}$ bits of information to specify a subset of $s$ out of the $n$ ...
Charles's user avatar
  • 1,717
1 vote
0 answers
65 views

communication complexity lower bound for identifying coordinate in which two strings differ

This is a question from Rao and Yehudayoff's "Communication Complexity and Applications" textbook that I've been thinking about for a while. Suppose Alice has a string $x\in\{0,1\}^n$ that ...
Ash's user avatar
  • 51
5 votes
1 answer
182 views

The precise definition of Normalization By Evaluation?

The Wikipedia article suggests that NbE is a technique for obtaining "the normal form of terms" by translating the object language into abstractions of the meta (host) language: The ...
Hirrolot's user avatar
1 vote
0 answers
121 views

Computational complexity of higher order cumulants

From Wikipedia: In probability theory and statistics, the cumulants κn of a probability distribution are a set of quantities that provide an alternative to the moments of the distribution. Any two ...
Omar Shehab's user avatar
5 votes
0 answers
160 views

Complexity of a problem related to Friedman's TREE(k) function?

Background Given two rooted, vertex-colored trees $T_1, T_2$, $T_1$ is color-preserving inf-embeddle in $T_2$, which we'll denote $T_1 \leq T_2$, if there is an injective $f \colon V(T_1) \to V(T_2)$ ...
Joshua Grochow's user avatar
3 votes
0 answers
91 views

Succinct problems over uniform computational models

For a language $\Pi$, the traditional definition of "Succinct-$\Pi$" is the set of encodings of circuits whose truth tables are members of $\Pi$. This definition is essentially restricted (...
Jake's user avatar
  • 1,034
10 votes
0 answers
179 views

True origin story of linear logic?

When I was a master's student in Paris I was exposed to the following standard narrative: "J.-Y. Girard invented coherence spaces, then he noticed the decomposition $A \to B~=~!A \multimap B$ and ...
Lê Thành Dũng Nguyễn's user avatar
3 votes
2 answers
220 views

What is this graph problem, and how hard is it?

My problem is quite simple to state, so it surely must have a name: Given a graph $G=(V,E)$ with edge weights $w(e) \in \mathbb{Z}$, find a $V' \subseteq V$ that maximizes $\sum_{e \in E' } w(e)$, ...
tobwin's user avatar
  • 31
0 votes
0 answers
24 views

An upper bound on sample complexity for state identification given ensemble distinction problem

I am trying to derive Fact 5. in paper 1: Let $\mathscr{E}=\{\sigma_1,.., \sigma_m\}$ be an ensemble of quantum states in $\mathbb{C}^n$. If there is a POVM $\mathscr{M}$ for the state distinction ...
Ghost-of-PPPF's user avatar
1 vote
1 answer
78 views

A bound that follows from submodularity

I am studying Lemma 1 of this paper: The Adaptive Complexity of Maximizing a Submodular Function. The proof appears on page 11. I got stuck on this inequality: where $f$ is a monotone submodular set ...
Null_Space's user avatar
0 votes
0 answers
19 views

Hopfield Neural Network energy and neuron states

Can neurons in Hopfield Network have non-binary values ( continuous values instead of -1 and +1)? If they can , is energy expression for hopfield NN stays the same? What is the main condition for ...
gray KK's user avatar
2 votes
0 answers
78 views

Random Self-Reducibility of the Discrete Logarithm

Section 10.1.2 of Sanjeev Arora and Boaz Barak's Computational Complexity: A Modern Approach defines random self-reducibility and proves hardness of the discrete logarithm by reducing a worst case ...
Krish Singal's user avatar
5 votes
2 answers
242 views

Complexity of convertibility in simply typed λ-calculus with sums

For the simply typed λ-calculus with only the function type →, the complexity of deciding βη-equivalence is well-understood: it's TOWER-complete (as mentioned here). I expect the same should be true ...
Lê Thành Dũng Nguyễn's user avatar
1 vote
0 answers
89 views

How to solve the following continuous optimization problem?

Consider a function $f: X\times Y\times N$, where $X, Y \subseteq \mathbb{R}^m$ are convex sets, and $N = \{1,2,\dots,n\}$. We additionally know that $f(\cdot,y,S)$ is convex for fixed $y,S$ $f(x,\...
ashtavakra's user avatar
0 votes
1 answer
68 views

In depth reduction of arithmetic formula why we get a $v$ st $\frac{s}3\leq |\Phi_v|\leq \frac{2s}{3}$

I am reading Depth Reduction of Arithmetic Formula form the survey of Ramprasad Saptharishi. Now in the proof of depth reduction due to Brent, 74 that Let $f$ be an n-variate degree d polynomial ...
Soham Chatterjee's user avatar
0 votes
0 answers
29 views

Distribution-free learning vs distribution-dependent learning

I asked this question on Mathoverflow and realized that it should have been better to ask here. My main confusion is, how to distinguish distribution-free learning and distribution-dependent learning ...
yinan's user avatar
  • 1
0 votes
0 answers
44 views

Ellipsoid method with the deepest cut

Consider the minimization of a convex $f(x)$ subject to $Ax\leq b$ for $x\in \mathbb{Q}^n$. The ellipsoid method takes as input a ball $B(0, R)$ containing $x^\ast$, and a separation oracle $\mathcal{...
user3508551's user avatar
1 vote
0 answers
60 views

Unbounded Knapsack Instance with a Single Optimum that takes each Item Once?

Consider the Unbounded Knapsack Problem (UKP): We are given a set of $n$ items $I = \{1,\ldots,n\}$ of integral weights $w_1, \ldots, w_n \in \mathbb{N}$, integral profits $p_1, \ldots, p_n \in \...
John's user avatar
  • 103

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