Vineet Nair | DeepAI

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Featured Co-authors

Milind Tambe
58 publications
Abhishek Dubey
43 publications
Arindam Khan
26 publications
Inbal Talgam-Cohen
22 publications
Ayan Mukhopadhyay
20 publications
Y. Narahari
19 publications
Nir Rosenfeld
16 publications
Ganesh Ghalme
14 publications
Yilun Zhou
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Michael Wilbur
8 publications
Nir Ailon
8 publications

∙ 08/19/2022

Mitigating Disparity while Maximizing Reward: Tight Anytime Guarantee for Improving Bandits

We study the Improving Multi-Armed Bandit (IMAB) problem, where the rewa...

0 Vishakha Patil, et al. ∙

∙ 06/17/2022

Strategic Representation

Humans have come to rely on machines for reducing excessive information ...

0 Vineet Nair, et al. ∙

∙ 04/28/2022

ADVISER: AI-Driven Vaccination Intervention Optimiser for Increasing Vaccine Uptake in Nigeria

More than 5 million children under five years die from largely preventab...

18 Vineet Nair, et al. ∙

∙ 07/06/2021

Causal Bandits on General Graphs

We study the problem of determining the best intervention in a Causal Ba...

0 Aurghya Maiti, et al. ∙

∙ 02/23/2021

Strategic Classification in the Dark

Strategic classification studies the interaction between a classificatio...

0 Ganesh Ghalme, et al. ∙

∙ 02/14/2021

State-Visitation Fairness in Average-Reward MDPs

Fairness has emerged as an important concern in automated decision-makin...

0 Ganesh Ghalme, et al. ∙

∙ 12/13/2020

Budgeted and Non-budgeted Causal Bandits

Learning good interventions in a causal graph can be modelled as a stoch...

0 Vineet Nair, et al. ∙

∙ 07/17/2020

Sparse Linear Networks with a Fixed Butterfly Structure: Theory and Practice

Fast Fourier transform, Wavelets, and other well-known transforms in sig...

0 Nir Ailon, et al. ∙

∙ 06/15/2020

Randomized polynomial-time equivalence between determinant and trace-IMM equivalence tests

Equivalence testing for a polynomial family g_m over a field F is the fo...

0 Janaky Murthy, et al. ∙

∙ 07/23/2019

Achieving Fairness in the Stochastic Multi-armed Bandit Problem

We study an interesting variant of the stochastic multi-armed bandit pro...

0 Vishakha Patil, et al. ∙

∙ 05/27/2019

Stochastic Multi-armed Bandits with Arm-specific Fairness Guarantees

We study an interesting variant of the stochastic multi-armed bandit pro...

0 Vishakha Patil, et al. ∙

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