47 citations · 66 across the 9 of their papers we have counts for
13 papers
Individual Fairness in Feature-Based Pricing for Monopoly Markets
Shantanu Das, Swapnil Dhamal, Ganesh Ghalme +2
We study fairness in the context of feature-based price discrimination in monopoly markets. We propose a new notion of individual fairness, namely, α-fairness, which guarantees tha…
Budgeted Combinatorial Multi-Armed Bandits
Debojit Das, Shweta Jain, Sujit Gujar
We consider a budgeted combinatorial multi-armed bandit setting where, in every round, the algorithm selects a super-arm consisting of one or more arms. The goal is to minimize the…
An Adaptive Boosting Technique to Mitigate Popularity Bias in Recommender System
Ajay Gangwar, Shweta Jain
The observed ratings in most recommender systems are subjected to popularity bias and are thus not randomly missing. Due to this, only a few popular items are recommended, and a va…
Storage Aware Routing for Generalized Delay Tolerant Networks
Shweta Jain, Snehapreethi Gopinath, Dipankar Raychaudhuri
This paper presents a novel storage aware routing (STAR) protocol designed to provide a general networking solution over a broad range of wired and wireless usage scenarios. STAR e…
MAIRE -- A Model-Agnostic Interpretable Rule Extraction Procedure for Explaining Classifiers
Rajat Sharma, Nikhil Reddy, Vidhya Kamakshi +2
The paper introduces a novel framework for extracting model-agnostic human interpretable rules to explain a classifier's output. The human interpretable rule is defined as an axis-…
Provably and Efficiently Approximating Near-cliques using the Turán Shadow: PEANUTS
Shweta Jain, C. Seshadhri
Clique and near-clique counts are important graph properties with applications in graph generation, graph modeling, graph analytics, community detection among others. They are the…