Deterministic (1+𝜀)-approximate maximum matching with poly(1/𝜀) passes in the semi-streaming model and beyond

M Fischer, S Mitrović, J Uitto - Proceedings of the 54th Annual ACM …, 2022 - dl.acm.org
We present a deterministic (1+ ε)-approximate maximum matching algorithm in poly (1/ε)
passes in the semi-streaming model, solving the long-standing open problem of breaking …

Dynamic algorithms for maximum matching size

S Behnezhad - Proceedings of the 2023 Annual ACM-SIAM …, 2023 - SIAM
We study fully dynamic algorithms for maximum matching. This is a well-studied problem,
known to admit several update-time/approximation trade-offs. For instance, it is known how …

On regularity lemma and barriers in streaming and dynamic matching

S Assadi, S Behnezhad, S Khanna, H Li - Proceedings of the 55th …, 2023 - dl.acm.org
We present a new approach for finding matchings in dense graphs by building on
Szemerédi's celebrated Regularity Lemma. This allows us to obtain non-trivial albeit slight …

Sublinear time algorithms and complexity of approximate maximum matching

S Behnezhad, M Roghani, A Rubinstein - Proceedings of the 55th …, 2023 - dl.acm.org
Sublinear time algorithms for approximating maximum matching size have long been
studied. Much of the progress over the last two decades on this problem has been on the …

Sublinear Algorithms for (1.5+ 𝜖)-Approximate Matching

S Bhattacharya, P Kiss, T Saranurak - Proceedings of the 55th Annual …, 2023 - dl.acm.org
We study sublinear time algorithms for estimating the size of maximum matching. After a
long line of research, the problem was finally settled by Behnezhad ‍ [FOCS'22], in the …

A Two-Pass (Conditional) Lower Bound for Semi-Streaming Maximum Matching∗

S Assadi - Proceedings of the 2022 Annual ACM-SIAM …, 2022 - SIAM
We prove a lower bound on the space complexity of two-pass semi-streaming algorithms
that approximate the maximum matching problem. The lower bound is parameterized by the …

Semi-Streaming Bipartite Matching in Fewer Passes and Optimal Space∗

S Assadi, A Jambulapati, Y Jin, A Sidford, K Tian - Proceedings of the 2022 …, 2022 - SIAM
We provide Õ (∊–1)-pass semi-streaming algorithms for computing (1–∊)-approximate
maximum cardinality matchings in bipartite graphs. Our most efficient methods are …

Single-pass streaming lower bounds for multi-armed bandits exploration with instance-sensitive sample complexity

S Assadi, C Wang - Advances in Neural Information …, 2022 - proceedings.neurips.cc
Motivated by applications to process massive datasets, we study streaming algorithms for
pure exploration in Stochastic Multi-Armed Bandits (MABs). This problem was first …

Streaming edge coloring with asymptotically optimal colors

S Behnezhad, M Saneian - arXiv preprint arXiv:2305.01714, 2023 - arxiv.org
Given a graph $ G $, an edge-coloring is an assignment of colors to edges of $ G $ such that
any two edges sharing an endpoint receive different colors. By Vizing's celebrated theorem …

Deterministic dynamic matching in worst-case update time

P Kiss - arXiv preprint arXiv:2108.10461, 2021 - arxiv.org
We present deterministic algorithms for maintaining a $(3/2+\epsilon) $ and $(2+\epsilon) $-
approximate maximum matching in a fully dynamic graph with worst-case update times $\hat …