Online matching and ad allocation

A Mehta - … and Trends® in Theoretical Computer Science, 2013 - nowpublishers.com
Matching is a classic problem with a rich history and a significant impact, both on the theory
of algorithms and in practice. Recently there has been a surge of interest in the online …

Maximizing a monotone submodular function subject to a matroid constraint

G Calinescu, C Chekuri, M Pal, J Vondrák - SIAM Journal on Computing, 2011 - SIAM
Let f:2^X→\calR_+ be a monotone submodular set function, and let (X,\calI) be a matroid.
We consider the problem \rmmax_S∈\calIf(S). It is known that the greedy algorithm yields a …

Symmetry and approximability of submodular maximization problems

J Vondrák - SIAM Journal on Computing, 2013 - SIAM
A number of recent results on optimization problems involving submodular functions have
made use of the multilinear relaxation of the problem. These results hold typically in the …

Approximating Nash social welfare under submodular valuations through (un) matchings

J Garg, P Kulkarni, R Kulkarni - ACM Transactions on Algorithms, 2023 - dl.acm.org
We study the problem of approximating maximum Nash social welfare (NSW) when
allocating m indivisible items among n asymmetric agents with submodular valuations. The …

[PDF][PDF] Submodularity and curvature: The optimal algorithm (combinatorial optimization and discrete algorithms)

J Vondrák - 数理解析研究所講究録別冊, 2010 - repository.kulib.kyoto-u.ac.jp
2^{X}\rightarrow\mathcal {R}+\mathrm {b}\mathrm {e} a monotone submodular function. The
curvature of f is the minimum c\in [0, 1] such that for any S\subset X and j\in X\backslash S, f …

Online submodular welfare maximization: Greedy is optimal

M Kapralov, I Post, J Vondrák - Proceedings of the twenty-fourth annual ACM …, 2013 - SIAM
We prove that no online algorithm (even randomized, against an oblivious adversary) is
better than 1/2-competitive for welfare maximization with coverage valuations, unless NP …

Approximating Nash social welfare under Rado valuations

J Garg, E Husić, LA Végh - Proceedings of the 53rd Annual ACM …, 2021 - dl.acm.org
We consider the problem of approximating maximum Nash social welfare (NSW) while
allocating a set of indivisible items to n agents. The NSW is a popular objective that provides …

Approximability of combinatorial problems with multi-agent submodular cost functions

G Goel, C Karande, P Tripathi, L Wang - ACM SIGecom Exchanges, 2010 - dl.acm.org
Applications in complex systems such as the Internet have spawned a recent interest in
studying situations involving multiple agents with their individual cost or utility functions. In …

The submodular welfare problem with demand queries

U Feige, J Vondrák - Theory of Computing, 2010 - theoryofcomputing.org
We consider the Submodular Welfare Problem where we have m items and n players with
given utility functions wi: 2 [m]→ R+. The utility functions are assumed to be monotone and …

A survey of approximability and inapproximability results for social welfare optimization in multiagent resource allocation

TT Nguyen, M Roos, J Rothe - Annals of Mathematics and Artificial …, 2013 - Springer
Multiagent resource allocation provides mechanisms to allocate bundles of resources to
agents, where resources are assumed to be indivisible and nonshareable. A central goal is …