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Emek et al. presented a model of probabilistic single-item second price auctions where an auctioneer who is informed about the type of an item for sale, broadcasts a signal about this type to uninformed bidders. They proved that finding the…

计算机科学与博弈论 · 计算机科学 2012-02-08 Peter Bro Miltersen , Or Sheffet

Daily deals platforms such as Amazon Local, Google Offers, GroupOn, and LivingSocial have provided a new channel for merchants to directly market to consumers. In order to maximize consumer acquisition and retention, these platforms would…

计算机科学与博弈论 · 计算机科学 2013-10-03 Yang Cai , Mohammad Mahdian , Aranyak Mehta , Bo Waggoner

The most significant progress in recent years in online display advertising is what is known as the Real-Time Bidding (RTB) mechanism to buy and sell ads. RTB essentially facilitates buying an individual ad impression in real time while it…

计算机科学与博弈论 · 计算机科学 2017-07-18 Jun Wang , Weinan Zhang , Shuai Yuan

We analyze a scenario in which software agents implemented as regret-minimizing algorithms engage in a repeated auction on behalf of their users. We study first-price and second-price auctions, as well as their generalized versions (e.g.,…

计算机科学与博弈论 · 计算机科学 2022-03-28 Yoav Kolumbus , Noam Nisan

Auction design for the modern advertising market has gained significant prominence in the field of game theory. With the recent rise of auto-bidding tools, an increasing number of advertisers in the market are utilizing these tools for…

计算机科学与博弈论 · 计算机科学 2024-12-31 Changfeng Xu , Chao Peng , Chenyang Xu , Zhengfeng Yang

Signaling is an important topic in the study of asymmetric information in economic settings. In particular, the transparency of information available to a seller in an auction setting is a question of major interest. We introduce the study…

计算机科学与博弈论 · 计算机科学 2012-04-26 Yuval Emek , Michal Feldman , Iftah Gamzu , Renato Paes Leme , Moshe Tennenholtz

Models of auctions or tendering processes are introduced. In every round of bidding the players select their bid from a probability distribution and whenever a bid is unsuccessful, it is discarded and replaced. For simple models, the…

适应与自组织系统 · 物理学 2009-11-07 R. D'Hulst , G. J. Rodgers

The goal of online display advertising is to entice users to "convert" (i.e., take a pre-defined action such as making a purchase) after clicking on the ad. An important measure of the value of an ad is the probability of conversion. The…

机器学习 · 统计学 2017-10-25 Abdollah Safari , Rachel MacKay Altman , Thomas M. Loughin

We present a number of models for the adword auctions used for pricing advertising slots on search engines such as Google, Yahoo! etc. We begin with a general problem formulation which allows the privately known valuation per click to be a…

计算机科学与博弈论 · 计算机科学 2007-05-23 Garud Iyengar , Anuj Kumar

A single unit of a good is sold to one of two bidders. Each bidder has either a high prior valuation or a low prior valuation for the good. Their prior valuations are independently and identically distributed. Each bidder may observe an…

理论经济学 · 经济学 2022-05-10 Wanchang Zhang

In recent years, Optimized Cost Per Click (OCPC) and Optimized Cost Per Mille (OCPM) have emerged as the most widely adopted pricing models in the online advertising industry. However, the existing literature has yet to identify the…

计算机科学与博弈论 · 计算机科学 2024-09-06 Kaichen Zhang , Zixuan Yuan , Hui Xiong

A standard result from auction theory is that bidding truthfully in a second price auction is a weakly dominant strategy. The result, however, does not apply in the presence of Cost Per Action (CPA) constraints. Such constraints exist, for…

计算机科学与博弈论 · 计算机科学 2019-05-13 Benjamin Heymann

Online auctions are among the most influential e-business applications. Their impact on trading for businesses, as well as consumers, is both remarkable and inevitable. There have been considerable efforts in setting up market places, but,…

计算机与社会 · 计算机科学 2014-09-24 Bernhard Rumpe

We use formal methods to specify, design, and monitor continuous double auctions, which are widely used to match buyers and sellers at exchanges of foreign currencies, stocks, and commodities. We identify three natural properties of such…

计算机科学中的逻辑 · 计算机科学 2022-10-12 Mohit Garg , Suneel Sarswat

The auction theory literature has so far focused mostly on the design of mechanisms that takes the revenue or the efficiency as a yardstick. However, scenarios where the {\it capacity}, which we define as \textit{``the number of bidders the…

计算机科学与博弈论 · 计算机科学 2007-11-13 Sudhir Kumar Singh , Vwani P. Roychowdhury

Auto-bidding has become one of the main options for bidding in online advertisements, in which advertisers only need to specify high-level objectives and leave the complex task of bidding to auto-bidders. In this paper, we propose a family…

计算机科学与博弈论 · 计算机科学 2021-03-25 Yuan Deng , Jieming Mao , Vahab Mirrokni , Song Zuo

Simultaneous item auctions are simple procedures for allocating items to bidders with potentially complex preferences over different item sets. In a simultaneous auction, every bidder submits bids on all items simultaneously. The allocation…

计算机科学与博弈论 · 计算机科学 2012-09-24 Michal Feldman , Hu Fu , Nick Gravin , Brendan Lucier

Auction is the common paradigm for resource allocation which is a fundamental problem in human society. Existing research indicates that the two primary objectives, the seller's revenue and the allocation efficiency, are generally…

计算机科学与博弈论 · 计算机科学 2019-05-27 Bin Li , Dong Hao , Dengji Zhao , Makoto Yokoo

We study a repeated trading problem in which a mechanism designer facilitates trade between a single seller and multiple buyers. Our model generalizes the classic bilateral trade setting to a multi-buyer environment. Specifically, the…

计算机科学与博弈论 · 计算机科学 2025-03-04 Anna Lunghi , Matteo Castiglioni , Alberto Marchesi

The emergence of real-time auction in online advertising has drawn huge attention of modeling the market competition, i.e., bid landscape forecasting. The problem is formulated as to forecast the probability distribution of market price for…

信息检索 · 计算机科学 2019-05-14 Kan Ren , Jiarui Qin , Lei Zheng , Zhengyu Yang , Weinan Zhang , Yong Yu
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