5 papers
Optimal Metric Distortion for Learning-Augmented Matching on the Line
Jabari Hastings, Marena Richter
We revisit the problem of matching on the line with ordinal preferences. In the classic setting, there are agents and items in a shared unknown line metric, and the goal is…
Strategic Facility Location with -Norm Social Costs
Jabari Hastings
We consider the strategic facility location problem in spaces where the social cost is defined by an arbitrary -norm of the individual costs. While the opt…
A Unified Approach to Memory-Sample Tradeoffs for Detecting Planted Structures
Sumegha Garg, Jabari Hastings, Chirag Pabbaraju +1
We present a unified framework for proving memory lower bounds for multi-pass streaming algorithms that detect planted structures. Planted structures -- such as cliques or biclique…
Fair metric distortion for matching with preferences
Jabari Hastings, Prasanna Ramakrishnan
We consider the matching problem in the metric distortion framework. There are agents and items occupying points in a shared metric space, and the goal is to design a match…
Taking a Moment for Distributional Robustness
Jabari Hastings, Christopher Jung, Charlotte Peale +1
A rich line of recent work has studied distributionally robust learning approaches that seek to learn a hypothesis that performs well, in the worst-case, on many different distribu…