Haotian Gu

Orcid: 0000-0002-0268-7147

According to our database1, Haotian Gu authored at least 20 papers between 2020 and 2024.

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Bibliography

2024
Transportation Market Rate Forecast Using Signature Transform.
CoRR, 2024

Transportation Marketplace Rate Forecast Using Signature Transform.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

FedCore: Straggler-Free Federated Learning with Distributed Coresets.
Proceedings of the IEEE International Conference on Communications, 2024

2023
Dynamic Programming Principles for Mean-Field Controls with Learning.
Oper. Res., July, 2023

Risk of Transfer Learning and its Applications in Finance.
CoRR, 2023

Transfer Learning for Portfolio Optimization.
CoRR, 2023

Feasibility of Transfer Learning: A Mathematical Framework.
CoRR, 2023

Feasibility and Transferability of Transfer Learning: A Mathematical Framework.
CoRR, 2023

2022
Novel Pressure Wave Separation Analysis for Cardiovascular Function Assessment Highlights Major Role of Aortic Root.
IEEE Trans. Biomed. Eng., 2022

Multi-level Adaptation for Automatic Landing with Engine Failure under Turbulent Weather.
CoRR, 2022

AI-enabled Assessment of Cardiac Systolic and Diastolic Function from Echocardiography.
CoRR, 2022

Automated Quality Controlled Analysis of 2D Phase Contrast Cardiovascular Magnetic Resonance Imaging.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022

BoFL: bayesian optimized local training pace control for energy efficient federated learning.
Proceedings of the Middleware '22: 23rd International Middleware Conference, Quebec, QC, Canada, November 7, 2022

AI-Enabled Assessment of Cardiac Systolic and Diastolic Function from Echocardiography.
Proceedings of the Simplifying Medical Ultrasound - Third International Workshop, 2022

Flood Extraction from SAR Images Based on Semi-Automatic Thresholding.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Mean-Field Controls with Q-Learning for Cooperative MARL: Convergence and Complexity Analysis.
SIAM J. Math. Data Sci., 2021

Error Estimates for a POD Method for Solving Viscous G-Equations in Incompressible Cellular Flows.
SIAM J. Sci. Comput., 2021

Mean-Field Multi-Agent Reinforcement Learning: A Decentralized Network Approach.
CoRR, 2021

An SDE Framework for Adversarial Training, with Convergence and Robustness Analysis.
CoRR, 2021

2020
Q-Learning for Mean-Field Controls.
CoRR, 2020


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