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Ensembles of artificial neural networks show improved generalization capabilities that outperform those of single networks. However, for aggregation to be effective, the individual networks must be as accurate and diverse as possible. An…

人工智能 · 计算机科学 2007-05-23 P. M. Granitto , P. F. Verdes , H. A. Ceccatto

Stochastic processing networks (SPNs) have broad applications in healthcare, transportation, and communication networks. The control of SPN is to dynamically assign servers in batches under uncertainty to optimize long-run performance. This…

系统与控制 · 电气工程与系统科学 2025-10-09 Jim Dai , Manxi Wu , Zhanhao Zhang

Decentralized finance (DeFi) markets spread across Layer-1 (L1) and Layer-2 (L2) blockchains rely on arbitrage to keep prices aligned. Today most price gaps are closed against centralized exchanges (CEXes), whose deep liquidity and fast…

The classical discrete time model of proportional transaction costs relies on the assumption that a feasible portfolio process has solvent increments at each step. We extend this setting in two directions, allowing for convex transaction…

数理金融 · 定量金融 2021-01-15 Emmanuel Lepinette , Ilya Molchanov

Automated Market Makers (AMMs) hold assets and are constantly being rebalanced by external arbitrageurs to match external market prices. Loss-versus-rebalancing (LVR) is a pivotal metric for measuring how an AMM pool performs for its…

交易与市场微观结构 · 定量金融 2024-11-01 Matthew Willetts , Christian Harrington

Dynamic-weight AMMs (aka Temporal Function Market Makers, TFMMs) implement algorithmic asset allocation, analogous to index or smart beta funds, by continuously updating pools' weights. A strategy updates target weights over time, and…

交易与市场微观结构 · 定量金融 2026-02-26 Matthew Willetts , Christian Harrington

We investigate triangular arbitrage within the spot foreign exchange market using high-frequency executable prices. We show that triangular arbitrage opportunities do exist, but that most have short durations and small magnitudes. We find…

统计金融 · 定量金融 2011-09-06 Daniel J. Fenn , Sam D. Howison , Mark McDonald , Stacy Williams , Neil F. Johnson

We deal with the optimal execution problem when the broker's goal is to reach a performance barrier avoiding a downside barrier. The performance is provided by the wealth accumulated by trading in the market, the shares detained by the…

数理金融 · 定量金融 2026-04-27 Emilio Barucci , Yuheng Lan

Layer-2 (L2) blockchains inherit Ethereums security guarantees while reducing gas fees. As a result, they are gaining traction among traders at Automated Market Makers (AMMs), sparking debate over whether they contribute to liquidity…

计算工程、金融与科学 · 计算机科学 2025-03-14 Krzysztof Gogol , Manvir Schneider , Claudio Tessone , Benjamin Livshits

Financial derivatives pricing aims to find the fair value of a financial contract on an underlying asset. Here we consider option pricing in the partial differential equations framework. The contemporary models lead to one-dimensional or…

计算金融 · 定量金融 2015-04-07 Karel in 't Hout , Jari Toivanen

This paper studies parallelization schemes for stochastic Vector Quantization algorithms in order to obtain time speed-ups using distributed resources. We show that the most intuitive parallelization scheme does not lead to better…

机器学习 · 统计学 2012-05-14 Matthieu Durut , Benoît Patra , Fabrice Rossi

We delve into the intricate world of share buy-backs, a strategic corporate capital allocation tool that has gained significant prominence over the past few decades. Despite being the subject of extensive research and debate, the execution…

综合金融 · 定量金融 2023-07-20 Michael Seigne , Joerg Osterrieder

The paper develops no arbitrage results for trajectory based models by imposing general constraints on the trading portfolios. The main condition imposed, in order to avoid arbitrage opportunities, is a local continuity requirement on the…

概率论 · 数学 2015-01-19 Alexander Alvarez , Sebastian Ferrando

Convex optimisation has provided a mechanism to determine arbitrage trades on automated market markets (AMMs) since almost their inception. Here we outline generic closed-form solutions for $N$-token geometric mean market maker pool…

交易与市场微观结构 · 定量金融 2024-03-28 Matthew Willetts , Christian Harrington

The always-available liquidity of automated market makers (AMMs) has been one of the most important catalysts in early cryptocurrency adoption. However, it has become increasingly evident that AMMs in their current form are not viable…

计算机科学与博弈论 · 计算机科学 2023-08-10 Conor McMenamin , Vanesa Daza , Bruno Mazorra

Linearizability is the gold standard among algorithm designers for deducing the correctness of a distributed algorithm using implemented shared objects from the correctness of the corresponding algorithm using atomic versions of the same…

分布式、并行与集群计算 · 计算机科学 2011-09-21 Wojciech Golab , Lisa Higham , Philipp Woelfel

In the ever evolving landscape of decentralized finance automated market makers (AMMs) play a key role: they provide a market place for trading assets in a decentralized manner. For so-called bluechip pairs, arbitrage activity provides a…

统计金融 · 定量金融 2025-05-16 Abe Alexander , Lars Fritz

We propose a new, more potent attack on decentralized exchanges. This attack leverages absolute commitments, which are commitments that can condition on the strategies made by other agents. This attack allows an adversary to charge monopoly…

计算机科学与博弈论 · 计算机科学 2024-10-18 Daji Landis , Nikolaj I. Schwartzbach

Autonomous crypto trading systems often spend most of their design effort on finding entries, while exits are left to fixed rules that are rarely tested in a systematic way. This paper examines whether better stop-loss and take-profit…

人工智能 · 计算机科学 2026-05-01 Nathan Li , Aikins Laryea , Yigit Ihlamur

On high-throughput, low-fee blockchains, a qualitatively new form of maximal extractable value (MEV) has emerged: searchers submit large volumes of speculative transactions, whose profitability is resolved only at execution time. We refer…

计算机科学与博弈论 · 计算机科学 2026-04-02 Wenhao Wang , Aditya Saraf , Lioba Heimbach , Kushal Babel , Fan Zhang