1 citations · 1 across the 4 of their papers we have counts for
4 papers
Load Balancing with Network Latencies via Distributed Gradient Descent
Santiago R. Balseiro, Vahab S. Mirrokni, Bartek Wydrowski
Motivated by the growing demand for serving large language model inference requests, we study distributed load balancing for global serving systems with network latencies. We consi…
Auto-bidding and Auctions in Online Advertising: A Survey
Gagan Aggarwal, Ashwinkumar Badanidiyuru, Santiago R. Balseiro +23
In this survey, we summarize recent developments in research fueled by the growing adoption of automated bidding strategies in online advertising. We explore the challenges and opp…
The Best of Many Robustness Criteria in Decision Making: Formulation and Application to Robust Pricing
Jerry Anunrojwong, Santiago R. Balseiro, Omar Besbes
In robust decision-making under non-Bayesian uncertainty, different robust optimization criteria, such as maximin performance, minimax regret, and maximin ratio, have been proposed…
Robust Budget Pacing with a Single Sample
Santiago Balseiro, Rachitesh Kumar, Vahab Mirrokni +2
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 adverti…