35 citations · 79 across the 12 of their papers we have counts for
4 papers · 1 filter
The Effect of Strategic Noise in Linear Regression
Safwan Hossain, Nisarg Shah
We build on an emerging line of work which studies strategic manipulations in training data provided to machine learning algorithms. Specifically, we focus on the ubiquitous task o…
Best of Both Worlds: Ex-Ante and Ex-Post Fairness in Resource Allocation
Rupert Freeman, Nisarg Shah, Rohit Vaish
We study the problem of allocating indivisible goods among agents with additive valuations. When randomization is allowed, it is possible to achieve compelling notions of fairness…
Resolving the Optimal Metric Distortion Conjecture
Vasilis Gkatzelis, Daniel Halpern, Nisarg Shah
We study the following metric distortion problem: there are two finite sets of points, and , that lie in the same metric space, and our goal is to choose a point in whos…
Participatory Budgeting: Models and Approaches
Haris Aziz, Nisarg Shah
Participatory budgeting is a democratic approach to deciding the funding of public projects, which has been adopted in many cities across the world. We present a survey of research…