UINav: A Practical Approach to Train On-Device Automation Agents

no code implementations • 15 Dec 2023 • Wei Li, Fu-Lin Hsu, Will Bishop, Folawiyo Campbell-Ajala, Max Lin, Oriana Riva

Automation systems that can autonomously drive application user interfaces to complete user tasks are of great benefit, especially when users are situationally or permanently impaired.

SpreadsheetCoder: Formula Prediction from Semi-structured Context

1 code implementation • 26 Jun 2021 • Xinyun Chen, Petros Maniatis, Rishabh Singh, Charles Sutton, Hanjun Dai, Max Lin, Denny Zhou

In this work, we present the first approach for synthesizing spreadsheet formulas from tabular context, which includes both headers and semi-structured tabular data.

Program Synthesis

Dynamic Revenue Sharing

no code implementations • NeurIPS 2017 • Santiago Balseiro, Max Lin, Vahab Mirrokni, Renato Leme, Iiis Song Zuo

In this paper, we characterize the optimal revenue sharing scheme that satisfies both constraints in expectation.