1 citations · 2 across the 15 of their papers we have counts for
5 papers · 1 filter
Online Combinatorial Allocations and Auctions with Few Samples
Paul Dütting, Thomas Kesselheim, Brendan Lucier +2
In online combinatorial allocations/auctions, n bidders sequentially arrive, each with a combinatorial valuation (such as submodular/XOS) over subsets of m indivisible items. The a…
Supermodular Approximation of Norms and Applications
Thomas Kesselheim, Marco Molinaro, Sahil Singla
Many classical problems in theoretical computer science involve norm, even if implicitly; for example, both XOS functions and downward-closed sets are equivalent to some norms. The…
Improved Mechanisms and Prophet Inequalities for Graphical Dependencies
Vasilis Livanos, Kalen Patton, Sahil Singla
Over the past two decades, significant strides have been made in stochastic problems such as revenue-optimal auction design and prophet inequalities, traditionally modeled with …
Sample Complexity of Posted Pricing for a Single Item
Billy Jin, Thomas Kesselheim, Will Ma +1
Selling a single item to self-interested buyers is a fundamental problem in economics, where the two objectives typically considered are welfare maximization and revenue maximi…
Robust Disaster Assessment from Aerial Imagery Using Text-to-Image Synthetic Data
Tarun Kalluri, Jihyeon Lee, Kihyuk Sohn +4
We present a simple and efficient method to leverage emerging text-to-image generative models in creating large-scale synthetic supervision for the task of damage assessment from a…