activity
20192022
most citedBudgeted and Non-budgeted Causal Bandits

2 citations · 3 across the 4 of their papers we have counts for

collaborators

5 papers

math.OC2021

Sensitivity Analysis of Passenger Behavioral Model for Dynamic Pricing of Shared Mobility on Demand

Vineet Jagadeesan Nair, Yue Guan, Anuradha M. Annaswamy +2

This paper provides a framework to quantify the sensitivity associated with behavioral models based on Cumulative Prospect Theory (CPT). These are used to design dynamic pricing st…

cs.LG2021

Strategic Classification in the Dark

Ganesh Ghalme, Vineet Nair, Itay Eilat +2

Strategic classification studies the interaction between a classification rule and the strategic agents it governs. Under the assumption that the classifier is known, rational agen…

cs.LG20202 cited

Budgeted and Non-budgeted Causal Bandits

Vineet Nair, Vishakha Patil, Gaurav Sinha

Learning good interventions in a causal graph can be modelled as a stochastic multi-armed bandit problem with side-information. First, we study this problem when interventions are…

cs.LG2019

Achieving Fairness in the Stochastic Multi-armed Bandit Problem

Vishakha Patil, Ganesh Ghalme, Vineet Nair +1

We study an interesting variant of the stochastic multi-armed bandit problem, called the Fair-SMAB problem, where each arm is required to be pulled for at least a given fraction of…

cs.LG20191 cited

Achieving Fairness in Stochastic Multi-armed Bandit Problem

Vishakha Patil, Ganesh Ghalme, Vineet Nair +1

We study an interesting variant of the stochastic multi-armed bandit problem, called the Fair-SMAB problem, where each arm is required to be pulled for at least a given fraction of…