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DYNAMIC SAMPLING FROM GRAPHICAL MODELS

期刊: SIAM JOURNAL ON COMPUTING, 2021; 50 (2)

In this paper, we study the problem of sampling from a graphical model when the model itself is changing dynamically with time. This problem derives i......

SPECTRAL ANALYSIS OF MATRIX SCALING AND OPERATOR SCALING

期刊: SIAM JOURNAL ON COMPUTING, 2021; 50 (3)

We present a spectral analysis of a continuous scaling algorithm for matrix scaling and operator scaling. The main result is that if the input matrix ......

ADAPTIVE PLANAR POINT LOCATION

期刊: SIAM JOURNAL ON COMPUTING, 2021; 50 (4)

We present self-adjusting data structures for answering point location queries in convex and connected subdivisions. Let n be the number of vertices i......

THE COMMUNICATION COMPLEXITY OF SET INTERSECTION AND MULTIPLE EQUALITY TESTING

期刊: SIAM JOURNAL ON COMPUTING, 2021; 50 (2)

In this paper we explore fundamental problems in randomized communication complexity such as computing SetIntersection on sets of size k and EqualityT......

FROM INDEPENDENT SETS AND VERTEX COLORINGS TO ISOTROPIC SPACES AND ISOTROPIC DECOMPOSITIONS: ANOTHER BRIDGE BETWEEN GRAPHS AND ALTERNATING MATRIX SPACES

期刊: SIAM JOURNAL ON COMPUTING, 2021; 50 (3)

In the 1970s, Lovasz built a bridge between graphs and alternating matrix spaces, in the context of perfect matchings [Proceedings of FCT, 1979, pp. 5......

ZERO-KNOWLEDGE PROOF SYSTEMS FOR QMA

期刊: SIAM JOURNAL ON COMPUTING, 2020; 49 (2)

Prior work has established that all problems in NP admit classical zero-knowledge proof systems, and under reasonable hardness assumptions for quantum......

FROM GAP-EXPONENTIAL TIME HYPOTHESIS TO FIXED PARAMETER TRACTABLE IN APPROXIMABILITY: CLIQUE, DOMINATING SET, AND MORE

期刊: SIAM JOURNAL ON COMPUTING, 2020; 49 (4)

We consider questions that arise from the intersection between the areas of polynomial-time approximation algorithms, subexponential-time algorithms, ......

TIGHT REVENUE GAPS AMONG SIMPLE MECHANISMS

期刊: SIAM JOURNAL ON COMPUTING, 2020; 49 (5)

We consider a fundamental problem in microeconomics: selling a single item to a number of potential buyers, whose values are drawn from known independ......

CONNECTIVITY ORACLES FOR GRAPHS SUBJECT TO VERTEX FAILURES

期刊: SIAM JOURNAL ON COMPUTING, 2020; 49 (6)

We introduce new data structures for answering connectivity queries in graphs subject to batched vertex failures. A deterministic structure processes ......

DEPTH REDUCTION FOR COMPOSITES

期刊: SIAM JOURNAL ON COMPUTING, 2019; 48 (2)

We show that every circuit with AND, OR, NOT, and MODm gates, m is an element of Z(+), of polynomial size and depth d can be reduced to a depth-2, SYM......

JIF:1.56

THE CONSTANT INAPPROXIMABILITY OF THE PARAMETERIZED DOMINATING SET PROBLEM

期刊: SIAM JOURNAL ON COMPUTING, 2019; 48 (2)

A set D of vertices of a graph G is a dominating set if every vertex of G is contained in D or adjacent to some vertex of D. The number of vertices in......

JIF:1.56

COUNTING HYPERGRAPH COLORINGS IN THE LOCAL LEMMA REGIME

期刊: SIAM JOURNAL ON COMPUTING, 2019; 48 (4)

We give a fully polynomial-time approximation scheme (FPTAS) to count the number 1 4 of q-colorings for k-uniform hypergraphs with maximum degree Delt......

JIF:1.56

APPROXIMATE POLYTOPE MEMBERSHIP QUERIES

期刊: SIAM JOURNAL ON COMPUTING, 2018; 47 (1)

In the polytope membership problem, a convex polytope K in R-d is given, and the objective is to preprocess K into a data structure so that, given any......

JIF:1.56

THE COMPLEXITY OF BOOLEAN HOLANT PROBLEMS WITH NONNEGATIVE WEIGHTS

期刊: SIAM JOURNAL ON COMPUTING, 2018; 47 (3)

Holant problem is a general framework to study the computational complexity of counting problems. We prove a complexity dichotomy theorem for Boolean ......

JIF:1.56

MAKING THE MOST OF YOUR SAMPLES

期刊: SIAM JOURNAL ON COMPUTING, 2018; 47 (3)

We study the problem of setting a price for a potential buyer with a valuation drawn from an unknown distribution D. The seller has "data" about D in ......

JIF:1.56

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