4 citations · 33 across the 44 of their papers we have counts for
5 papers · 1 filter
Distributed Load Balancing with Workload-Dependent Service Rates
Wenxin Zhang, Santiago R. Balseiro, Robert Kleinberg +3
Modern service systems, including cloud platforms and large language model inference endpoints, must distribute jobs across servers whose processing speeds depend on current worklo…
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…
Rate-Preserving Reductions for Blackwell Approachability
Christoph Dann, Yishay Mansour, Mehryar Mohri +2
Abernethy et al. (2011) showed that Blackwell approachability and no-regret learning are equivalent, in the sense that any algorithm that solves a specific Blackwell approachabilit…
Revenue Variance Minimization: Beyond First Price Auctions
Marek Bojko, Preston McAfee, Renato Paes Leme +2
We study revenue variance in the sale of homogeneous items to risk-neutral, unit-demand bidders with independent private values. Although the Revenue Equivalence Theorem implie…
Strategically-Robust Learning Algorithms for Bidding in First-Price Auctions
Rachitesh Kumar, Jon Schneider, Balasubramanian Sivan
Learning to bid in repeated first-price auctions is a fundamental problem at the interface of game theory and machine learning, which has seen a recent surge in interest due to the…