no code implementations • 30 Mar 2024 • Andrew Komo, Scott Duke Kominers, Tim Roughgarden
The Dutch auction (with suitable reserve) is the unique optimal and strongly shill-proof auction.
1 code implementation • NeurIPS 2023 • Mirac Suzgun, Luke Melas-Kyriazi, Suproteem K. Sarkar, Scott Duke Kominers, Stuart M. Shieber
Innovation is a major driver of economic and social development, and information about many kinds of innovation is embedded in semi-structured data from patents and patent applications.
no code implementations • 2 Dec 2021 • Naveen Durvasula, Franklyn Wang, Scott Duke Kominers
In our setting, the user's (potentially sensitive) information belongs to a high-dimensional latent space, and the ideal recommendations for the source and target tasks (which are non-sensitive) are given by unknown linear transformations of the user information.
1 code implementation • 13 Jun 2020 • Daniel Chiu, Franklyn Wang, Scott Duke Kominers
A recently-proposed technique called self-adaptive training augments modern neural networks by allowing them to adjust training labels on the fly, to avoid overfitting to samples that may be mislabeled or otherwise non-representative.
no code implementations • 21 Mar 2020 • Devon Graham, Satish Kumar Sarraf, Taylor Lundy, Ali MohammadMehr, Sara Uppal, Tae Yoon Lee, Hedayat Zarkoob, Scott Duke Kominers, Kevin Leyton-Brown
To see where this might be true in downtown Vancouver, we used artificial intelligence techniques to estimate the amount of time it would take drivers to both park on and off street for destinations throughout the city.
no code implementations • 30 May 2019 • Duncan Rheingans-Yoo, Scott Duke Kominers, Hongyao Ma, David C. Parkes
We study revenue-optimal pricing and driver compensation in ridesharing platforms when drivers have heterogeneous preferences over locations.
Multiagent Systems Computer Science and Game Theory