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Santiago R. Balseiro

2 accepted papers

2024

A Field Guide for Pacing Budget and ROS Constraints

ICML 2024poster

Budget pacing is a popular service that has been offered by major internet advertising platforms since their inception. In the past few years, autobidding products that provide real-time bidding as a service to advertisers have seen a prominent rise in adoption. A popular autobidding stategy is valu…

Cited by 4SourcePDFScholar
2023

Robust Budget Pacing with a Single Sample

ICML 2023oral

Major Internet advertising platforms offer budget pacing tools as a standard service for advertisers to manage their ad campaigns. Given the inherent non-stationarity in an advertiser's value and also competing advertisers' values over time, a commonly used approach is to learn a target expenditure…

Cited by 4SourcePDFScholar