28 citations · 203 across the 35 of their papers we have counts for
5 papers · 1 filter
Online Allocation of Reusable Resources via Algorithms Guided by Fluid Approximations
Vineet Goyal, Garud Iyengar, Rajan Udwani
We consider the problem of online allocation (matching and assortments) of reusable resources where customers arrive sequentially in an adversarial fashion and allocated resources…
Sparsity-Agnostic Lasso Bandit
Min-hwan Oh, Garud Iyengar, Assaf Zeevi
We consider a stochastic contextual bandit problem where the dimension of the feature vectors is potentially large, however, only a sparse subset of features of cardinality $s_…
Glycan processing in the Golgi -- optimal information coding and constraints on cisternal number and enzyme specificity
Alkesh Yadav, Quentin Vagne, Pierre Sens +2
Many proteins that undergo sequential enzymatic modification in the Golgi cisternae are displayed at the plasma membrane as cell identity markers. The modified proteins, called gly…
Sequential Anomaly Detection using Inverse Reinforcement Learning
Min-hwan Oh, Garud Iyengar
One of the most interesting application scenarios in anomaly detection is when sequential data are targeted. For example, in a safety-critical environment, it is crucial to have an…
Asymptotically Optimal Competitive Ratio for Online Allocation of Reusable Resources
Vineet Goyal, Garud Iyengar, Rajan Udwani
We consider the problem of online allocation (matching, budgeted allocations, and assortments) of reusable resources where an adversarial sequence of resource requests is revealed…