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In this paper we consider a scenario where there are several algorithms for solving a given problem. Each algorithm is associated with a probability of success and a cost, and there is also a penalty for failing to solve the problem. The…

数据结构与算法 · 计算机科学 2020-08-11 Shlomo Moran , Irad Yavneh

Bitcoin-NG is among the first blockchain protocols to approach the \emph{near-optimal} throughput by decoupling blockchain operation into two planes: leader election and transaction serialization. Its decoupling idea has inspired a new…

密码学与安全 · 计算机科学 2020-10-06 Jianyu Niu , Ziyu Wang , Fangyu Gai , Chen Feng

We develop a formalism for reasoning about trading on decentralized exchanges on blockchains and a formulation of a particular form of maximal extractable value (MEV) that represents the total arbitrage opportunity extractable from on-chain…

数理金融 · 定量金融 2023-04-24 Alan Guo

Additive tree functionals represent the cost of many divide-and-conquer algorithms. We derive the limiting distribution of the additive functionals induced by toll functions of the form (a) n^\alpha when \alpha > 0 and (b) log n (the…

概率论 · 数学 2007-05-23 James Allen Fill , Nevin Kapur

We test various volatility models using the Bitcoin spot price series. Our models include HIST, EMA ARCH, GARCH, and EGARCH, models. Both of our in-sample-fit and out-of-sample-forecast results suggest that GARCH and EGARCH models perform…

统计金融 · 定量金融 2020-10-16 Yeguang Chi , Wenyan Hao

A reputation of high volatility accompanies the emergence of Bitcoin as a financial asset. This paper intends to nuance this reputation and clarify our understanding of Bitcoin's volatility. Using daily, weekly, and monthly closing prices…

统计金融 · 定量金融 2021-03-02 Nassim Dehouche

Scalability problems in programmable blockchains have created a strong demand for secure methods that move the bulk of computation outside the blockchain. One of the preferred solutions to this problem involves off-chain computers that…

密码学与安全 · 计算机科学 2022-12-26 Diego Nehab , Augusto Teixeira

Bitcoin is a "crypto currency", a decentralized electronic payment scheme based on cryptography which has recently gained excessive popularity. Scientific research on bitcoin is less abundant. A paper at Financial Cryptography 2012…

密码学与安全 · 计算机科学 2014-04-11 Nicolas T. Courtois , Marek Grajek , Rahul Naik

Proof-of-Stake blockchains based on a longest-chain consensus protocol are an attractive energy-friendly alternative to the Proof-of-Work paradigm. However, formal barriers to "getting the incentives right" were recently discovered, driven…

计算机科学与博弈论 · 计算机科学 2023-10-31 Matheus V. X. Ferreira , S. Matthew Weinberg

The price volatility of cryptocurrencies is often cited as a major hindrance to their wide-scale adoption. Consequently, during the last two years, multiple so called stablecoins have surfaced---cryptocurrencies focused on maintaining…

Bitcoin is currently subject to a significant pay-for-speed trade-off. This is caused by lengthy and highly variable transaction confirmation times, especially during times of congestion. Users can reduce their transaction confirmation…

We consider robust pricing and hedging for options written on multiple assets given market option prices for the individual assets. The resulting problem is called the multi-marginal martingale optimal transport problem. We propose two…

概率论 · 数学 2020-10-08 Stephan Eckstein , Gaoyue Guo , Tongseok Lim , Jan Obloj

We study the bandit problem where arms are associated with stationary phi-mixing processes and where rewards are therefore dependent: the question that arises from this setting is that of recovering some independence by ignoring the value…

机器学习 · 计算机科学 2014-06-24 Julien Audiffren , Liva Ralaivola

Stochastic Network Calculus is a probabilistic method to compute performance bounds in networks, such as end-to-end delays. It relies on the analysis of stochastic processes using formalism of (Deterministic) Network Calculus. However,…

性能 · 计算机科学 2024-01-19 Anne Bouillard

In blockchain-based order book systems, buyers and sellers trade assets, while it is miners to match them and include their transactions in the blockchain. It is found that many miners behave selfishly and myopically, prioritizing…

计算机科学与博弈论 · 计算机科学 2025-01-23 Yunshu Liu , Lingjie Duan

This paper develops a model to evaluate the viability of blockchain markets as the sole venue for price formation. Blockchains clear at discrete intervals called block time, and transactions are executed sequentially according to priority…

综合金融 · 定量金融 2026-05-19 Agostino Capponi , Álvaro Cartea , Fayçal Drissi

We present improved algorithms with worst-case regret guarantees for the stochastic linear bandit problem. The widely used "optimism in the face of uncertainty" principle reduces a stochastic bandit problem to the construction of a…

机器学习 · 统计学 2024-09-06 Hamish Flynn , David Reeb , Melih Kandemir , Jan Peters

Using Wilf-Zeilberger algorithmic proof theory, we continue pioneering work of Meni Rosenfeld (followed up by interesting work by Cyril Grunspan and Ricardo Perez-Marco) and study the probability and duration of successful bitcoin attacks,…

组合数学 · 数学 2018-11-06 Evangelos Georgiadis , Doron Zeilberger

We propose a framework for threshold cryptosystems under a permissionless-economic model in which the participants are rational profit-maximizing entities. To date, threshold cryptosystems have been considered under permissioned settings…

密码学与安全 · 计算机科学 2019-01-07 David Yakira , Ido Grayevsky , Avi Asayag

Rather than directly predicting future prices or returns, we follow a more recent trend in asset management and classify the state of a market based on labels. We use numerous standard labels and even construct our own ones. The labels rely…

交易与市场微观结构 · 定量金融 2020-12-08 Michal Balcerak , Thomas Schmelzer
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