Max-weight online stochastic matching: Improved approximations against the online benchmark

M Braverman, M Derakhshan… - Proceedings of the 23rd …, 2022 - dl.acm.org
In this paper, we study max-weight stochastic matchings on online bipartite graphs under
both vertex and edge arrivals. We focus on designing polynomial time approximation …

On sparsification of stochastic packing problems

S Dughmi, YH Kalayci, N Patel - arxiv preprint arxiv:2211.07829, 2022 - arxiv.org
Motivated by recent progress on stochastic matching with few queries, we embark on a
systematic study of the sparsification of stochastic packing problems (SPP) more generally …

Social-Aware Group Display Configuration in VR Conference

BY Hsu, CY Shen, HS Yuan, WC Lee… - Proceedings of the AAAI …, 2024 - ojs.aaai.org
Virtual Reality (VR) has emerged due to advancements in hardware and computer graphics.
During the pandemic, conferences and exhibitions leveraging VR have gained attention …

Query Efficient Weighted Stochastic Matching

M Derakhshan, M Saneian - arxiv preprint arxiv:2311.08513, 2023 - arxiv.org
In this paper, we study the weighted stochastic matching problem. Let $ G=(V, E) $ be a
given edge-weighted graph and let its realization $\mathcal {G} $ be a random subgraph of …

Stochastic vertex cover with few queries

S Behnezhad, A Blum, M Derakhshan - Proceedings of the 2022 Annual ACM …, 2022 - SIAM
We study the minimum vertex cover problem in the following stochastic setting. Let G be an
arbitrary given graph, p∊(0, 1] a parameter of the problem, and let Gp be a random …

Beating (1 - 1/e)-Approximation for Weighted Stochastic Matching

M Derakhshan, A Farhadi - Proceedings of the 2023 Annual ACM-SIAM …, 2023 - SIAM
In the stochastic weighted matching problem, the goal is to find a large-weight matching of a
graph when we are uncertain about the existence of its edges. In particular, each edge e has …

Stochastic Minimum Vertex Cover in General Graphs: A 3/2-Approximation

M Derakhshan, N Durvasula, N Haghtalab - Proceedings of the 55th …, 2023 - dl.acm.org
We study the stochastic vertex cover problem. In this problem, G=(V, E) is an arbitrary known
graph, and G⋆ is an unknown random subgraph of G where each edge e is realized …

On the robust communication complexity of bipartite matching

S Assadi, S Behnezhad - Approximation, Randomization, and …, 2021 - drops.dagstuhl.de
We study the robust-à la Chakrabarti, Cormode, and McGregor [STOC'08]-communication
complexity of the maximum bipartite matching problem. The edges of an adversarially …

Generalized Stochastic Matching

A Farhadi, J Gilbert, MT Hajiaghayi - … of the AAAI Conference on Artificial …, 2022 - ojs.aaai.org
In this paper, we generalize the recently studied stochastic matching problem to more
accurately model a significant medical process, kidney exchange, and several other …

Stochastic monotone submodular maximization with queries

T Maehara, Y Yamaguchi - arxiv preprint arxiv:1907.04083, 2019 - arxiv.org
We study a stochastic variant of monotone submodular maximization problem as follows. We
are given a monotone submodular function as an objective function and a feasible domain …