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Open Access
Bounded Degree Nonnegative Counting CSP
Article No.: 5, Pages 1–18https://doi.org/10.1145/3632184

Constraint satisfaction problems (CSP) encompass an enormous variety of computational problems. In particular, all partition functions from statistical physics, such as spin systems, are special cases of counting CSP (#CSP). We prove a complete complexity ...

research-article
Hard QBFs for Merge Resolution
Article No.: 6, Pages 1–24https://doi.org/10.1145/3638263

We prove the first genuine quantified Boolean formula (QBF) proof size lower bounds for the proof system Merge Resolution (MRes), a refutational proof system for prenex QBFs with a CNF matrix. Unlike most QBF resolution systems in the literature, proofs ...

research-article
Open Access
Small-Space Spectral Sparsification via Bounded-Independence Sampling
Article No.: 7, Pages 1–32https://doi.org/10.1145/3637034

We give a deterministic, nearly logarithmic-space algorithm for mild spectral sparsification of undirected graphs. Given a weighted, undirected graph G on n vertices described by a binary string of length N, an integer k ≤ log n, and an error parameter ɛ >...

research-article
Open Access
Max Weight Independent Set in Graphs with No Long Claws: An Analog of the Gyárfás’ Path Argument
Article No.: 8, Pages 1–18https://doi.org/10.1145/3636422

We revisit recent developments for the Maximum Weight Independent Set problem in graphs excluding a subdivided claw St,t,t as an induced subgraph and provide a subexponential-time algorithm with improved running time \(\(2^{\mathcal {O}(\sqrt {nt}\log n)}\)...\)

research-article
On parity decision trees for Fourier-sparse Boolean functions
Article No.: 9, Pages 1–26https://doi.org/10.1145/3647629

We study parity decision trees for Boolean functions. The motivation of our study is the log-rank conjecture for XOR functions and its connection to Fourier analysis and parity decision tree complexity. Our contributions are as follows: Let \(\(f : \mathbb ...\)

    research-article
    Open Access
    A Complexity Dichotomy in Spatial Reasoning via Ramsey Theory
    Article No.: 10, Pages 1–39https://doi.org/10.1145/3649445

    Constraint satisfaction problems (CSPs) for first-order reducts of finitely bounded homogeneous structures form a large class of computational problems that might exhibit a complexity dichotomy, P versus NP-complete. A powerful method to obtain polynomial-...

    research-article
    Synchronous Dynamical Systems on Directed Acyclic Graphs: Complexity and Algorithms
    Article No.: 11, Pages 1–34https://doi.org/10.1145/3653723

    Discrete dynamical systems serve as useful formal models to study diffusion phenomena in social networks. Several recent articles have studied the algorithmic and complexity aspects of some decision problems on synchronous Boolean networks, which are ...

    research-article
    Faster Counting and Sampling Algorithms using Colorful Decision Oracle
    Article No.: 12, Pages 1–19https://doi.org/10.1145/3657605

    In this work, we consider d-Hyperedge Estimation and d-Hyperedge Sample problems that deal with estimation and uniform sampling of hyperedges in a hypergraph ℋ(U(ℋ), ℱ(ℋ) in the query complexity framework, where U(ℋ) denotes the set of vertices and ℱ(ℋ) ...

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