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Mature internet advertising platforms offer high-level campaign management tools to help advertisers run their campaigns, often abstracting away the intricacies of how each ad is placed and focusing on aggregate metrics of interest to…

计算机科学与博弈论 · 计算机科学 2021-09-07 Vincent Conitzer , Christian Kroer , Debmalya Panigrahi , Okke Schrijvers , Eric Sodomka , Nicolas E. Stier-Moses , Chris Wilkens

We study the problem of auction design for advertising platforms that face strategic advertisers who are bidding across platforms. Each advertiser's goal is to maximize their total value or conversions while satisfying some constraint(s)…

计算机科学与博弈论 · 计算机科学 2024-05-07 Gagan Aggarwal , Andres Perlroth , Ariel Schvartzman , Mingfei Zhao

One method to offer some bidders a discount in a first-price auction is to augment their bids when selecting a winner but only charge them their original bids should they win. Another method is to use their original bids to select a winner,…

计算机科学与博弈论 · 计算机科学 2024-03-12 Miguel Alcobendas , Eric Bax

The first-price auction is popular in practice for its simplicity and transparency. Moreover, its potential virtues grow in complex settings where incentive compatible auctions may generate little or no revenue. Unfortunately, the…

计算机科学与博弈论 · 计算机科学 2013-04-30 Darrell Hoy , Kamal Jain , Christopher A. Wilkens

With the advent and increasing consolidation of e-commerce, digital advertising has very recently replaced traditional advertising as the main marketing force in the economy. In the past four years, a particularly important development in…

计算机科学与博弈论 · 计算机科学 2022-11-14 Wei Zhang , Yanjun Han , Zhengyuan Zhou , Aaron Flores , Tsachy Weissman

The display advertising industry has recently transitioned from second- to first-price auctions as its primary mechanism for ad allocation and pricing. In light of this, publishers need to re-evaluate and optimize their auction parameters,…

计算机科学与博弈论 · 计算机科学 2020-06-30 Zhe Feng , Sébastien Lahaie , Jon Schneider , Jinchao Ye

Online auctions play a central role in online advertising, and are one of the main reasons for the industry's scalability and growth. With great changes in how auctions are being organized, such as changing the second- to first-price…

计算机科学与博弈论 · 计算机科学 2020-09-04 Djordje Gligorijevic , Tian Zhou , Bharatbhushan Shetty , Brendan Kitts , Shengjun Pan , Junwei Pan , Aaron Flores

Motivated by online advertising auctions, we study auction design in repeated auctions played by simple Artificial Intelligence algorithms (Q-learning). We find that first-price auctions with no additional feedback lead to tacit-collusive…

理论经济学 · 经济学 2022-02-15 Martino Banchio , Andrzej Skrzypacz

The internet advertising market is a multi-billion dollar industry, in which advertisers buy thousands of ad placements every day by repeatedly participating in auctions. An important and ubiquitous feature of these auctions is the presence…

计算机科学与博弈论 · 计算机科学 2022-10-11 Santiago Balseiro , Christian Kroer , Rachitesh Kumar

This note pursues two primary objectives. First, we analyze the outcomes of an all-pay auction within a store where buyers with and without financial constraints arrive at varying rates, and where buyer types are private information.…

理论经济学 · 经济学 2024-04-16 Cemil Selcuk

In many first-price auctions, bidders face considerable strategic uncertainty: They cannot perfectly anticipate the other bidders' bidding behavior. We propose a model in which bidders do not know the entire distribution of opponent bids…

理论经济学 · 经济学 2022-03-30 Bernhard Kasberger

Since economic mechanisms are often applied to very different instances of the same problem, it is desirable to identify mechanisms that work well in a wide range of circumstances. We pursue this goal for a position auction setting and…

计算机科学与博弈论 · 计算机科学 2013-07-22 Paul Duetting , Felix Fischer , David C. Parkes

We study the optimal placement of advertisements for interactive platforms like conversational AI assistants. Importantly, conversations add a feature absent in canonical search markets -- time. The evolution of a conversation is…

理论经济学 · 经济学 2025-02-06 Martino Banchio , Aranyak Mehta , Andres Perlroth

In many applications, ads are displayed together with the prices, so as to provide a direct comparison among similar products or services. The price-displaying feature not only influences the consumers' decisions, but also affects the…

人工智能 · 计算机科学 2023-03-24 Bin Li , Yahui Lei

Many popular search engines run an auction to determine the placement of advertisements next to search results. Current auctions at Google and Yahoo! let advertisers specify a single amount as their bid in the auction. This bid is…

计算机科学与博弈论 · 计算机科学 2007-05-23 Gagan Aggarwal , S. Muthukrishnan , Jon Feldman

First-price auctions have many desirable properties, including uniquely possessing some, like credibility. However, first-price auctions are also inherently non-truthful, and non-truthfulness may result in instability and inefficiencies.…

计算机科学与博弈论 · 计算机科学 2022-03-25 Johannes Brustle , Paul Dütting , Balasubramanian Sivan

Auction is applied for trade with various mechanisms. A simple but practical question is which mechanism, typically first-price or second-price auctions, is preferred from the perspective of bidders or sellers. A celebrated answer is…

计算机科学与博弈论 · 计算机科学 2026-02-20 Yuma Fujimoto , Kaito Ariu , Kenshi Abe

The transition of display ad exchanges from second-price auctions (SPA) to first-price auctions (FPA) has raised questions about its impact on revenue. Auction theory predicts the revenue equivalence between these two auction formats.…

计算机科学与博弈论 · 计算机科学 2024-12-04 Martin Bichler , Alok Gupta , Matthias Oberlechner

Since 2019, most ad exchanges and sell-side platforms (SSPs), in the online advertising industry, shifted from second to first price auctions. Due to the fundamental difference between these auctions, demand-side platforms (DSPs) have had…

We examine ``tournament'' second-price auctions in which $N$ bidders compete for the right to participate in a second stage and contend against bidder $N+1$. When the first $N$ bidders are committed so that their bids cannot be changed in…

理论经济学 · 经济学 2024-03-14 Luca Anderlini , GaOn Kim
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