David Byrd

David Byrd

Georgia Institute of Technology

H-index: 9

North America-United States

About David Byrd

David Byrd, With an exceptional h-index of 9 and a recent h-index of 9 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of AI Finance, Responsible ML, Multi-Agent Simulation.

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

Once burned, twice shy? The effect of stock market bubbles on traders that learn by experience

Learning not to spoof

Collusion resistant federated learning with oblivious distributed differential privacy

MicroFedML: Privacy preserving federated learning for small weights

Stability effects of arbitrage in exchange traded funds: An agent-based model

Differentially private secure multi-party computation for federated learning in financial applications

Get real: Realism metrics for robust limit order book market simulations

The Importance of Low Latency to Order Book Imbalance Trading Strategies

David Byrd Information

University

Position

PhD Student in Computer Science

Citations(all)

450

Citations(since 2020)

425

Cited By

85

hIndex(all)

9

hIndex(since 2020)

9

i10Index(all)

9

i10Index(since 2020)

8

Email

University Profile Page

Google Scholar

David Byrd Skills & Research Interests

AI Finance

Responsible ML

Multi-Agent Simulation

Top articles of David Byrd

Once burned, twice shy? The effect of stock market bubbles on traders that learn by experience

2023/12/10

Learning not to spoof

2022/11/2

David Byrd
David Byrd

H-Index: 4

Collusion resistant federated learning with oblivious distributed differential privacy

2022/11/2

MicroFedML: Privacy preserving federated learning for small weights

Cryptology ePrint Archive

2022

Stability effects of arbitrage in exchange traded funds: An agent-based model

2021/11/3

David Byrd
David Byrd

H-Index: 4

Differentially private secure multi-party computation for federated learning in financial applications

2020/10/15

David Byrd
David Byrd

H-Index: 4

Get real: Realism metrics for robust limit order book market simulations

NeurIPS 2019 Workshop on Robust AI in Financial Services: Data, Fairness, Explainability, Trustworthiness, and Privacy

2019/12/10

The Importance of Low Latency to Order Book Imbalance Trading Strategies

arXiv preprint arXiv:2006.08682

2020/6/15

David Byrd
David Byrd

H-Index: 4

Maria Hybinette
Maria Hybinette

H-Index: 11

ABIDES: Towards high-fidelity multi-agent market simulation

2020/6/15

David Byrd
David Byrd

H-Index: 4

Maria Hybinette
Maria Hybinette

H-Index: 11

See List of Professors in David Byrd University(Georgia Institute of Technology)

Co-Authors

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