William Knottenbelt

William Knottenbelt

Imperial College London

H-index: 43

Europe-United Kingdom

About William Knottenbelt

William Knottenbelt, With an exceptional h-index of 43 and a recent h-index of 27 (since 2020), a distinguished researcher at Imperial College London, specializes in the field of Performance Modelling, Stochastic modelling.

His recent articles reflect a diverse array of research interests and contributions to the field:

Offline Reinforcement Learning with Behavioral Supervisor Tuning

Introduction to the Special Issue on Mathematical Research for Blockchain Economy

Defending Against Poisoning Attacks in Federated Learning with Blockchain

Fitting with matrix exponential mixtures generated by discrete probabilistic scaling

Leverage staking with liquid staking derivatives (lsds): Opportunities and risks

Blockchain transaction censorship:(in) secure and (in) efficient?

Market Misconduct in Decentralized Finance (DeFi): Analysis, Regulatory Challenges and Policy Implications

Defending Against Malicious Behaviors in Federated Learning with Blockchain

William Knottenbelt Information

University

Position

Professor of Applied Quantitative Analysis Department of Computing

Citations(all)

7671

Citations(since 2020)

4410

Cited By

4869

hIndex(all)

43

hIndex(since 2020)

27

i10Index(all)

92

i10Index(since 2020)

39

Email

University Profile Page

Imperial College London

Google Scholar

View Google Scholar Profile

William Knottenbelt Skills & Research Interests

Performance Modelling

Stochastic modelling

Top articles of William Knottenbelt

Title

Journal

Author(s)

Publication Date

Offline Reinforcement Learning with Behavioral Supervisor Tuning

arXiv preprint arXiv:2404.16399

Padmanaba Srinivasan

William Knottenbelt

2024/4/25

Introduction to the Special Issue on Mathematical Research for Blockchain Economy

Oceanography

Adrian Constantin

George Haller

2018

Defending Against Poisoning Attacks in Federated Learning with Blockchain

IEEE Transactions on Artificial Intelligence

Nanqing Dong

Zhipeng Wang

Jiahao Sun

Michael Kampffmeyer

William Knottenbelt

...

2024/3/18

Fitting with matrix exponential mixtures generated by discrete probabilistic scaling

ACM SIGMETRICS Performance Evaluation Review

Julianna Bor

Giuliano Casale

William Knottenbelt

Evgenia Smirni

Andreas Stathopoulos

2023/10/2

Leverage staking with liquid staking derivatives (lsds): Opportunities and risks

arXiv preprint arXiv:2401.08610

Xihan Xiong

Zhipeng Wang

Xi Chen

William Knottenbelt

Michael Huth

2023/11/28

Blockchain transaction censorship:(in) secure and (in) efficient?

Zhipeng Wang

Xihan Xiong

William J Knottenbelt

2023/7/11

Market Misconduct in Decentralized Finance (DeFi): Analysis, Regulatory Challenges and Policy Implications

Xihan Xiong

Zhipeng Wang

Tianxiang Cui

William Knottenbelt

Michael Huth

2023/11

Defending Against Malicious Behaviors in Federated Learning with Blockchain

IEEE Transactions on Artificial Intelligence

Nanqing Dong

Zhipeng Wang

Jiahao Sun

Michael Kampffmeyer

William Knottenbelt

...

2024/3/18

Demystifying just-in-time (JIT) liquidity attacks on uniswap v3

Xihan Xiong

Zhipeng Wang

William Knottenbelt

Michael Huth

2023/10/11

Optimal Hedge Ratio Estimation for Bitcoin Futures using Kalman Filter

Toshiko Matsui

William J Knottenbelt

2023/5/1

Practical Applications of Stochastic Modelling: 11th International Workshop, PASM 2022, Alicante, Spain, September 23, 2022, Revised Selected Papers

Matthew Forshaw

Katja Gilly

William Knottenbelt

Nigel Thomas

2023/10/4

Pay less for your privacy: Towards cost-effective on-chain mixers

Cryptology ePrint Archive

Zhipeng Wang

Marko Cirkovic

Duc V Le

William Knottenbelt

Christian Cachin

2023

zkFL: Zero-Knowledge Proof-based Gradient Aggregation for Federated Learning

arXiv preprint arXiv:2310.02554

Zhipeng Wang

Nanqing Dong

Jiahao Sun

William Knottenbelt

2023/10/4

Time-series transformer generative adversarial networks

arXiv preprint arXiv:2205.11164

Padmanaba Srinivasan

William J Knottenbelt

2022/5/23

On the Dynamics of Solid, Liquid and Digital Gold Futures

Toshiko Matsui

Ali Al-Ali

William J Knottenbelt

2022/5/2

Sok: Decentralized finance (defi)

Sam M Werner

Daniel Perez

Lewis Gudgeon

Ariah Klages-Mundt

Dominik Harz

...

2021/1/21

Diversification Benefits of Commodities for Cryptoasset Portfolios

Aikaterini Koutsouri

Michael Petch

William J Knottenbelt

2021/5/3

Unstable throughput: when the difficulty algorithm breaks

Dragos I Ilie

Sam M Werner

Iain D Stewart

William J Knottenbelt

2021/5/3

Evaluation of Active Learning Techniques on Medical Image Classification with Unbalanced Data Distributions

Quok Zong Chong

William J Knottenbelt

Kanwal K Bhatia

2021

Performance analysis of a hyperledger iroha blockchain framework used in the UK livestock industry

Konstantinos Ntolkeras

Hossein Sharif

Soroush Dehghan Salmasi

William Knottenbelt

2021/12/6

See List of Professors in William Knottenbelt University(Imperial College London)

Co-Authors

H-index: 115
Mani Srivastava

Mani Srivastava

University of California, Los Angeles

H-index: 58
Alex Rogers

Alex Rogers

University of Oxford

H-index: 49
Peter Harrison

Peter Harrison

Imperial College London

H-index: 31
Katinka Wolter

Katinka Wolter

Freie Universität Berlin

H-index: 31
Huaming Wu

Huaming Wu

Tianjin University

H-index: 23
Jeremy Bradley

Jeremy Bradley

Imperial College London

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