User profiles for T. H. Balch
Tucker BalchJP Morgan and Georgia Tech Verified email at cc.gatech.edu Cited by 16048 |
Abides: Towards high-fidelity market simulation for ai research
We introduce ABIDES, an Agent-Based Interactive Discrete Event Simulation environment.
ABIDES is designed from the ground up to support AI agent research in market applications. …
ABIDES is designed from the ground up to support AI agent research in market applications. …
ABIDES: Towards high-fidelity multi-agent market simulation
We introduce ABIDES, an open source Agent-Based Interactive Discrete Event Simulation
environment. ABIDES is designed from the ground up to support agent-based research in …
environment. ABIDES is designed from the ground up to support agent-based research in …
[PDF][PDF] Smpai: Secure multi-party computation for federated learning
… David Byrd2,3 db@gatech.edu Tucker Hybinette Balch3 tucker.balch@jpmchase.com … [5]
David Byrd, Maria Hybinette, and Tucker Hybinette Balch. ABIDES: towards high-fidelity market …
David Byrd, Maria Hybinette, and Tucker Hybinette Balch. ABIDES: towards high-fidelity market …
How to evaluate trading strategies: Single agent market replay or multiple agent interactive simulation?
We show how a multi-agent simulator can support two important but distinct methods for
assessing a trading strategy: Market Replay and Interactive Agent-Based Simulation (IABS). Our …
assessing a trading strategy: Market Replay and Interactive Agent-Based Simulation (IABS). Our …
Stability effects of arbitrage in exchange traded funds: An agent-based model
An index-based exchange traded fund (ETF) with underlying securities that trade on the
same market creates potential opportunities for arbitrage between price deviations in the ETF …
same market creates potential opportunities for arbitrage between price deviations in the ETF …
Intra-day equity price prediction using deep learning as a measure of market efficiency
In finance, the weak form of the Efficient Market Hypothesis asserts that historic stock price
and volume data cannot inform predictions of future prices. In this paper we show that, to the …
and volume data cannot inform predictions of future prices. In this paper we show that, to the …
The Importance of Low Latency to Order Book Imbalance Trading Strategies
There is a pervasive assumption that low latency access to an exchange is a key factor in
the profitability of many high-frequency trading strategies. This belief is evidenced by the "arms …
the profitability of many high-frequency trading strategies. This belief is evidenced by the "arms …
Fund Asset Inference Using Machine Learning Methods: What's in That Portfolio?
… David Byrd ∗ , Sourabh Bajaj † , Tucker Hybinette Balch ‡ … (sbajaj9@gatech.edu) ‡Tucker
Hybinette Balch is a professor of computer science at the Georgia Institute of Technology in …
Hybinette Balch is a professor of computer science at the Georgia Institute of Technology in …
Dynamic multi-team racing: Competitive driving on 1/10-th scale vehicles via learning in simulation
Autonomous racing is a challenging task that requires vehicle handling at the dynamic limits
of friction. While single-agent scenarios like Time Trials are solved competitively with …
of friction. While single-agent scenarios like Time Trials are solved competitively with …
[HTML][HTML] Dexmedetomidine use in infants undergoing cooling due to neonatal encephalopathy (dice trial): a randomized controlled trial: background, aims and study …
…, S Minton, M Sheffield, AH Balch… - Frontiers in Pain …, 2021 - frontiersin.org
… Furthermore, infants undergoing TH often require treatment … with HIE treated with TH.
Dexmedetomidine provides sedation… shivering in infants with HIE undergoing TH, and to describe …
Dexmedetomidine provides sedation… shivering in infants with HIE undergoing TH, and to describe …