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David Byrd
David Byrd
Assistant Professor, Bowdoin College Dept. of Computer Science
Verifisert e-postadresse på bowdoin.edu
Tittel
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Sitert av
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Differentially private secure multi-party computation for federated learning in financial applications
D Byrd, A Polychroniadou
Proceedings of the first ACM international conference on AI in finance, 1-9, 2020
1982020
ABIDES: Towards high-fidelity multi-agent market simulation
D Byrd, M Hybinette, TH Balch
Proceedings of the 2020 ACM SIGSIM Conference on Principles of Advanced …, 2020
142*2020
Smpai: Secure multi-party computation for federated learning
V Mugunthan, A Polychroniadou, D Byrd, TH Balch
Proceedings of the NeurIPS 2019 Workshop on Robust AI in Financial Services 21, 2019
1002019
Get real: Realism metrics for robust limit order book market simulations
S Vyetrenko, D Byrd, N Petosa, M Mahfouz, D Dervovic, M Veloso, ...
Proceedings of the First ACM International Conference on AI in Finance, 1-8, 2020
802020
Stick it in your ear: Building an in-ear jaw movement sensor
A Bedri, D Byrd, P Presti, H Sahni, Z Gue, T Starner
Adjunct Proceedings of the 2015 ACM International Joint Conference on …, 2015
582015
How to evaluate trading strategies: Single agent market replay or multiple agent interactive simulation?
TH Balch, M Mahfouz, J Lockhart, M Hybinette, D Byrd
arXiv preprint arXiv:1906.12010, 2019
342019
Toward silent-speech control of consumer wearables
A Bedri, H Sahni, P Thukral, T Starner, D Byrd, P Presti, G Reyes, ...
Computer 48 (10), 54-62, 2015
302015
Explaining agent-based financial market simulation
D Byrd
arXiv preprint arXiv:1909.11650, 2019
242019
MicroFedML: Privacy Preserving Federated Learning for Small Weights.
Y Guo, A Polychroniadou, E Shi, D Byrd, T Balch
IACR Cryptol. ePrint Arch. 2022, 714, 2022
172022
Collusion resistant federated learning with oblivious distributed differential privacy
D Byrd, V Mugunthan, A Polychroniadou, T Balch
Proceedings of the Third ACM International Conference on AI in Finance, 114-122, 2022
112022
Participatory Design of STEM Education AR Experiences for Heterogeneous Student Groups: Exploring Dimensions of Tangibility, Simulation, and Interaction
B Thompson, L Levy, A Lambeth, D Byrd, J Alcaidinho, I Radu, M Gandy
2016 IEEE International Symposium on Mixed and Augmented Reality (ISMAR …, 2016
112016
Stability effects of arbitrage in exchange traded funds: An agent-based model
M Shearer, D Byrd, TH Balch, MP Wellman
Proceedings of the second ACM international conference on AI in finance, 1-9, 2021
92021
Learning not to spoof
D Byrd
Proceedings of the Third ACM International Conference on AI in Finance, 139-147, 2022
82022
The importance of low latency to order book imbalance trading strategies
D Byrd, S Palaparthi, M Hybinette, TH Balch
arXiv preprint arXiv:2006.08682, 2020
62020
Use of position tracking to infer social structure in rhesus macaques
B Hrolenok, T Balch, D Byrd, R Roberts, C Kim, JM Rehg, S Gilliland, ...
Proceedings of the Fifth International Conference on Animal-Computer …, 2018
62018
Intra-day equity price prediction using deep learning as a measure of market efficiency
D Byrd, TH Balch
arXiv preprint arXiv:1908.08168, 2019
52019
Fund Asset Inference Using Machine Learning Methods: What’s in That Portfolio?
D Byrd, S Bajaj, TH Balch
The Journal of Financial Data Science, 2019
42019
MicroSecAgg: streamlined single-server secure aggregation
Y Guo, A Polychroniadou, E Shi, D Byrd, T Balch
Cryptology ePrint Archive, 2022
32022
Towards Explaining Exchange Traded Funds’ Impact on Market Volatility Using an Agent-based Model
M Shearer, D Byrd, TH Balch
Neural Information Processing Systems, 1-10, 2019
12019
Once burned, twice shy? The effect of stock market bubbles on traders that learn by experience
H Zhu, S Vyetrenko, K Dwarakanath, T Balch, S Grundl, D Byrd
2023 Winter Simulation Conference (WSC), 291-302, 2023
2023
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Artikler 1–20