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Recommendation systems when employed in markets play a dual role: they assist users in selecting their most desired items from a large pool and they help in allocating a limited number of items to the users who desire them the most. Despite…

机器学习 · 计算机科学 2022-08-01 Yigit Efe Erginbas , Soham Phade , Kannan Ramchandran

We study multi-item profit maximization when there is an underlying distribution over buyers' values. In practice, a full description of the distribution is typically unavailable, so we study the setting where the mechanism designer only…

机器学习 · 计算机科学 2023-05-09 Maria-Florina Balcan , Tuomas Sandholm , Ellen Vitercik

This note proposes a procedure for enhancing the quality of probabilistic prediction algorithms via betting against their predictions. It is inspired by the success of the conformal test martingales that have been developed recently.

机器学习 · 计算机科学 2021-05-19 Vladimir Vovk

We investigate a market without money in which agents can offer certain goods (or multiple copies of an agent-specific good) in exchange for goods of other agents. The exchange must be balanced in the sense that each agent should receive a…

离散数学 · 计算机科学 2021-04-02 Pavlos Eirinakis , Ioannis Mourtos , Michalis Samaris

Econometric inference allows an analyst to back out the values of agents in a mechanism from the rules of the mechanism and bids of the agents. This paper gives an algorithm to solve the problem of inferring the values of agents in a…

计算机科学与博弈论 · 计算机科学 2020-03-31 Jason Hartline , Aleck Johnsen , Denis Nekipelov , Zihe Wang

In online combinatorial allocations/auctions, n bidders sequentially arrive, each with a combinatorial valuation (such as submodular/XOS) over subsets of m indivisible items. The aim is to immediately allocate a subset of the remaining…

计算机科学与博弈论 · 计算机科学 2024-09-18 Paul Dütting , Thomas Kesselheim , Brendan Lucier , Rebecca Reiffenhäuser , Sahil Singla

The paper proposes a class of financial market models which are based on inhomogeneous telegraph processes and jump diffusions with alternating volatilities. It is assumed that the jumps occur when the tendencies and volatilities are…

证券定价 · 定量金融 2008-12-04 Nikita Ratanov

Recently, several new pari-mutuel mechanisms have been introduced to organize markets for contingent claims. Hanson introduced a market maker derived from the logarithmic scoring rule, and later Chen and Pennock developed a cost function…

交易与市场微观结构 · 定量金融 2009-02-17 Shipra Agrawal , Erick Delage , Mark Peters , Zizhuo Wang , Yinyu Ye

This paper studies mechanism design for auctions with externalities on budgets, a novel setting where the budgets that bidders commit are adjusted due to the externality of the competitors' allocation outcomes-a departure from traditional…

计算机科学与博弈论 · 计算机科学 2025-04-22 Yusen Zheng , Yukun Cheng , Chenyang Xu , Xiaotie Deng

We study the optimal auction design problem when bidders' preferences follow the maxmin expected utility model. We suppose that each bidder's set of priors consists of beliefs close to the seller's belief, where "closeness" is defined by a…

理论经济学 · 经济学 2021-10-19 Sosung Baik , Sung-Ha Hwang

The primary contribution of this paper resides in devising constant-factor approximation guarantees for revenue maximization in two-sided matching markets, under general pairwise rewards. A major distinction between our work and…

计算机科学与博弈论 · 计算机科学 2024-11-26 Dan Nissim , Danny Segev , Alfredo Torrico

This paper studies the problem of maximizing the expected utility of terminal wealth for a financial agent with an unbounded random endowment, and with a utility function which supports both positive and negative wealth. We prove the…

投资组合管理 · 定量金融 2008-12-10 Mark Owen , Gordan Zitkovic

Online platforms increasingly rely on sequential decision-making algorithms to allocate resources, match users, or control exposure, while facing growing pressure to ensure fairness over time. We study a general online decision-making…

最优化与控制 · 数学 2026-02-13 Rui Chen , Oktay Gunluk , Andrea Lodi , Guanyi Wang

We study buyer-optimal procurement mechanisms when quality is contractible. When some costs are borne by every participant of a procurement auction regardless of winning, the classic analysis should be amended. We show that an optimal…

理论经济学 · 经济学 2024-11-20 Pasha Andreyanov , Ilia Krasikov , Alex Suzdaltsev

Operational earthquake forecasting for risk management and communication during seismic sequences depends on our ability to select an optimal forecasting model. To do this, we need to compare the performance of competing models with each…

应用统计 · 统计学 2022-04-20 Francesco Serafini , Mark Naylor , Finn Lindgren , Maximilian Werner , Ian Main

Multi-round competitions often double or triple the points awarded in the final round, calling it a bonus, to maximize spectators' excitement. In a two-player competition with $n$ rounds, we aim to derive the optimal bonus size to maximize…

计算机科学与博弈论 · 计算机科学 2024-06-10 Zhihuan Huang , Yuqing Kong , Tracy Xiao Liu , Grant Schoenebeck , Shengwei Xu

Distributions over permutations arise in applications ranging from multi-object tracking to ranking of instances. The difficulty of dealing with these distributions is caused by the size of their domain, which is factorial in the number of…

机器学习 · 统计学 2010-07-16 Sergey M. Plis , Terran Lane , Vince D. Calhoun

Employing probabilistic techniques we compute best possible upper and lower bounds on the price of an option on one or two assets with continuous piecewise linear payoff function based on prices of simple call options of possibly distinct…

概率论 · 数学 2008-12-02 Dimitris Bertsimas , Natasha Bushueva

The first observation of the paper is that methods for determining proportional representation in electoral systems may be suitable as alternatives to the pro-rata order matching algorithm used in stock exchanges. The main part of our work…

综合经济学 · 经济学 2023-11-08 Sanjay Bhattacherjee , Palash Sarkar

We study a fair division problem with indivisible items, namely the computation of maximin share allocations. Given a set of $n$ players, the maximin share of a single player is the best she can guarantee to herself, if she would partition…

计算机科学与博弈论 · 计算机科学 2016-05-16 Georgios Amanatidis , Georgios Birmpas , Evangelos Markakis