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Lending protocols are one of the main applications of Decentralized Finance (DeFi), enabling crypto-assets loan markets with a total value estimated in the tens of billions of dollars. Unlike traditional lending systems, these protocols…

计算机科学与博弈论 · 计算机科学 2025-06-19 Massimo Bartoletti , Enrico Lipparini

Probability forecasts are intended to account for the uncertainties inherent in forecasting. It is suggested that from an end-user's point of view probability is not necessarily sufficient to reflect uncertainties that are not simply the…

统计理论 · 数学 2015-01-22 Kevin Judd

Many of the problems that arise in the context of blockchains and decentralized finance can be seen as variations on classical problems of distributed computing. The smart contract model proposed here is intended to capture both the…

分布式、并行与集群计算 · 计算机科学 2025-02-11 Yackolley Amoussou-Guenou , Maurice Herlihy , Sucharita Jayanti , Maria Potop-Butucaru , Sergio Rajsbaum

Financial markets are difficult to predict due to its complex systems dynamics. Although there have been some recent studies that use machine learning techniques for financial markets prediction, they do not offer satisfactory performance…

统计金融 · 定量金融 2022-01-31 Jia Wang , Tong Sun , Benyuan Liu , Yu Cao , Degang Wang

Consensus plays a crucial role in distributed ledger systems, impacting both scalability and decentralization. Many blockchain systems use a weighted lottery based on a scarce resource such as a stake, storage, memory, or computing power to…

分布式、并行与集群计算 · 计算机科学 2024-09-18 Grigorii Melnikov , Sebastian Müller , Nikita Polyanskii , Yury Yanovich

In this article we propose a study of market models starting from a set of axioms, as one does in the case of risk measures. We define a market model simply as a mapping from the set of adapted strategies to the set of random variables…

数理金融 · 定量金融 2015-12-08 Mario Sikic

This paper introduces a structural game-theoretic model to value decentralized digital assets like Bitcoin. Instead of relying on speculative beliefs, it frames the asset's price within a Rational-Expectations Security-Utility Nash…

密码学与安全 · 计算机科学 2025-08-12 Liang Chen

In this paper, I propose a new concept for understanding the role of algorithms in daily life: algorithmic authority. Algorithmic authority is the legitimate power of algorithms to direct human action and to impact which information is…

人机交互 · 计算机科学 2022-01-19 Caitlin Lustig

Randomized mechanisms can have good normative properties compared to their deterministic counterparts. However, randomized mechanisms are problematic in several ways such as in their verifiability. We propose here to derandomize such…

计算机科学与博弈论 · 计算机科学 2024-05-16 Toby Walsh

This research paper provides a comprehensive analysis of Bitcoin, delving into its evolution, adoption, and potential future implications. As the pioneering cryptocurrency, Bitcoin has sparked significant interest and debate in recent…

密码学与安全 · 计算机科学 2023-04-07 Neelesh Mungoli

In this paper, we construct a decentralized clearing mechanism which endogenously and automatically provides a claims resolution procedure. This mechanism can be used to clear a network of obligations through blockchain. In particular, we…

风险管理 · 定量金融 2022-01-11 Hamed Amini , Maxim Bichuch , Zachary Feinstein

Decentralized finance (DeFi) has the potential to disrupt centralized finance by validating peer-to-peer transactions through tamper-proof smart contracts, thus significantly lowering the transaction cost charged by financial…

综合经济学 · 经济学 2023-12-04 Ziqiao Ao , Lin William Cong , Gergely Horvath , Luyao Zhang

In recent years, blockchain has gained widespread attention as an emerging technology for decentralization, transparency, and immutability in advancing online activities over public networks. As an essential market process, auctions have…

密码学与安全 · 计算机科学 2022-11-29 Zeshun Shi , Cees de Laat , Paola Grosso , Zhiming Zhao

Programmable blockchains have long been a hot research topic given their tremendous use in decentralized applications. Smart contracts, using blockchains as their underlying technology, inherit the desired properties such as verifiability,…

密码学与安全 · 计算机科学 2025-08-19 Zhaorun Lin

Suppose we need a deep collective analysis of an open scientific problem: there is a complex scientific hypothesis and a large online group of mutually unrelated experts with relevant private information of a diverse and unpredictable…

计算机科学与博弈论 · 计算机科学 2026-01-27 Alexey V. Osipov , Nikolay N. Osipov

Automated market makers are a popular mechanism used on decentralized exchange, through which users trade assets with each other directly and automatically through a liquidity pool and a fixed pricing function. The liquidity provider…

数理金融 · 定量金融 2024-11-27 Xue Dong He , Chen Yang , Yutian Zhou

Decentralized data markets gather data from many contributors to create a joint data cooperative governed by market stakeholders. The ability to perform secure computation on decentralized data markets would allow for useful insights to be…

密码学与安全 · 计算机科学 2019-07-03 Fattaneh Bayatbabolghani , Bharath Ramsundar

Over the past few years, the futures market has been successfully developing in the North-West region. Futures markets are one of the most effective and liquid-visible trading mechanisms. A large number of buyers are forced to compete with…

数理金融 · 定量金融 2018-08-16 Oleg Malafeyev , Shulga Andrey

This paper presents Wrapless -- a lending protocol that enables the collateralization of bitcoins without requiring a trusted wrapping mechanism. The protocol facilitates a "loan channel" on the Bitcoin blockchain, allowing bitcoins to be…

Launching a new blockchain system or application is frequently facilitated by a so called airdrop, where the system designer chooses a pre-existing set of potentially interested parties and allocates newly minted tokens to them with the…

计算机科学与博弈论 · 计算机科学 2025-05-07 Sotiris Georganas , Aggelos Kiayias , Paolo Penna
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