18 citations · 33 across the 21 of their papers we have counts for
4 papers · 1 filter
Constrained Pure Exploration Multi-Armed Bandits with a Fixed Budget
Fathima Zarin Faizal, Jayakrishnan Nair
We consider a constrained, pure exploration, stochastic multi-armed bandit formulation under a fixed budget. Each arm is associated with an unknown, possibly multi-dimensional dist…
Pricing, competition and market segmentation in ride hailing
Tushar Shankar Walunj, Shiksha Singhal, Veeraruna Kavitha +1
We analyse a non-cooperative strategic game among two ride-hailing platforms, each of which is modeled as a two-sided queueing system, where drivers (with a certain patience level)…
Non-asymptotic near optimal algorithms for two sided matchings
Rahul Vaze, Jayakrishnan Nair
A two-sided matching system is considered, where servers are assumed to arrive at a fixed rate, while the arrival rate of customers is modulated via a price-control mechanism. We a…
Unsupervised Crowdsourcing with Accuracy and Cost Guarantees
Yashvardhan Didwania, Jayakrishnan Nair, N. Hemachandra
We consider the problem of cost-optimal utilization of a crowdsourcing platform for binary, unsupervised classification of a collection of items, given a prescribed error threshold…