Online matching: A brief survey
Matching, capturing allocation of items to unit-demand buyers, or tasks to workers, or pairs of
collaborators, is a central problem in economics. Indeed, the growing prevalence of …
collaborators, is a central problem in economics. Indeed, the growing prevalence of …
Allocation problems in ride-sharing platforms: Online matching with offline reusable resources
JP Dickerson, KA Sankararaman… - ACM Transactions on …, 2021 - dl.acm.org
Bipartite-matching markets pair agents on one side of a market with agents, items, or
contracts on the opposing side. Prior work addresses online bipartite-matching markets …
contracts on the opposing side. Prior work addresses online bipartite-matching markets …
Prophet inequalities for iid random variables from an unknown distribution
A central object in optimal stopping theory is the single-choice prophet inequality for
independent, identically distributed random variables: given a sequence of random …
independent, identically distributed random variables: given a sequence of random …
Tight Guarantees for Multi-unit Prophet Inequalities and Online Stochastic Knapsack∗
Prophet inequalities are a useful tool for designing online allocation procedures and
comparing their performance to the optimal offline allocation. In the basic setting of k-unit …
comparing their performance to the optimal offline allocation. In the basic setting of k-unit …
Online policies for efficient volunteer crowdsourcing
V Manshadi, S Rodilitz - Proceedings of the 21st ACM Conference on …, 2020 - dl.acm.org
Nonprofit crowdsourcing platforms such as food recovery organizations rely on volunteers to
perform time-sensitive tasks. Thus, their success crucially depends on efficient volunteer …
perform time-sensitive tasks. Thus, their success crucially depends on efficient volunteer …
Near-optimal bayesian online assortment of reusable resources
Motivated by the applications of rental services in e-commerce, we consider revenue
maximization in online assortment of reusable resources for a stream of arriving consumers …
maximization in online assortment of reusable resources for a stream of arriving consumers …
Online assortment optimization with reusable resources
We consider an online assortment optimization problem where we have n substitutable
products with fixed reusable capacities c 1,…, cn. In each period t, a user with some …
products with fixed reusable capacities c 1,…, cn. In each period t, a user with some …
Asymptotically optimal competitive ratio for online allocation of reusable resources
We consider the problem of online allocation (matching, budgeted allocations, and
assortments) of reusable resources where an adversarial sequence of resource requests is …
assortments) of reusable resources where an adversarial sequence of resource requests is …
Bifurcating constraints to improve approximation ratios for network revenue management with reusable resources
Network revenue management (NRM) describes a general online allocation problem in
which combinations of capacity-constrained resources are sold to a stream of arriving …
which combinations of capacity-constrained resources are sold to a stream of arriving …
Batching and Optimal Multistage Bipartite Allocations
Y Feng, R Niazadeh - Management Science, 2024 - pubsonline.informs.org
In several applications of real-time matching of demand to supply in online marketplaces,
the platform allows for some latency to batch the demand and improve the efficiency of the …
the platform allows for some latency to batch the demand and improve the efficiency of the …