Haotian Gu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 21

Top Topics

Transfer Learning

Top Venues

SIAM J. Math. Data Sci.

Publications

Hongpeng Guo, Haotian Gu, Xiaoyang Wang, Bo Chen, Eun Kyung Lee, Tamar Eilam, Deming Chen, Klara Nahrstedt
FedCore: Straggler-Free Federated Learning with Distributed Coresets. CoRR (2024)
Haotian Gu, Tim Jacobs, Philip M. Kaminsky, Xin Guo, Xinyu Li
Transportation Market Rate Forecast Using Signature Transform. CoRR (2024)
Haotian Gu, Xin Guo, Timothy L. Jacobs, Philip M. Kaminsky, Xinyu Li
Transportation Marketplace Rate Forecast Using Signature Transform. KDD (2024)
Haoyang Cao, Haotian Gu, Xin Guo
Feasibility of Transfer Learning: A Mathematical Framework. CoRR (2023)
Haoyang Cao, Haotian Gu, Xin Guo, Mathieu Rosenbaum
Transfer Learning for Portfolio Optimization. CoRR (2023)
Haoyang Cao, Haotian Gu, Xin Guo, Mathieu Rosenbaum
Risk of Transfer Learning and its Applications in Finance. CoRR (2023)
Haoyang Cao, Haotian Gu, Xin Guo, Mathieu Rosenbaum
Feasibility and Transferability of Transfer Learning: A Mathematical Framework. CoRR (2023)
Haotian Gu, Xin Guo, Xiaoli Wei, Renyuan Xu
Dynamic Programming Principles for Mean-Field Controls with Learning. Oper. Res. 71 (4) (2023)
Xinru Hu, Haotian Gu, Fengkai Lang, Jinqi Zhao, Nanshan Zheng
Flood Extraction from SAR Images Based on Semi-Automatic Thresholding. IGARSS (2022)
Emily Chan, Ciaran O'Hanlon, Carlota Asegurado Marquez, Marwenie Petalcorin, Jorge Mariscal Harana, Haotian Gu, Raymond J. Kim, Robert M. Judd, Philip J. Chowienczyk, Julia A. Schnabel, Reza Razavi, Andrew P. King, Bram Ruijsink, Esther Puyol-Antón
Automated Quality Controlled Analysis of 2D Phase Contrast Cardiovascular Magnetic Resonance Imaging. STACOM@MICCAI (2022)
Hongpeng Guo, Haotian Gu, Zhe Yang, Xiaoyang Wang, Eun Kyung Lee, Nandhini Chandramoorthy, Tamar Eilam, Deming Chen, Klara Nahrstedt
BoFL: bayesian optimized local training pace control for energy efficient federated learning. Middleware (2022)
Samuel Vennin, Ye Li, Jorge Mariscal Harana, Peter H. Charlton, Henry Fok, Haotian Gu, Philip J. Chowienczyk, Jordi Alastruey
Novel Pressure Wave Separation Analysis for Cardiovascular Function Assessment Highlights Major Role of Aortic Root. IEEE Trans. Biomed. Eng. 69 (5) (2022)
Esther Puyol-Antón, Bram Ruijsink, Baldeep S. Sidhu, Justin Gould, Bradley Porter, Mark K. Elliott, Vishal Mehta, Haotian Gu, Miguel Xochicale, Alberto Gómez, Christopher A. Rinaldi, Martin Cowie, Philip J. Chowienczyk, Reza Razavi, Andrew P. King
AI-enabled Assessment of Cardiac Systolic and Diastolic Function from Echocardiography. CoRR (2022)
Esther Puyol-Antón, Bram Ruijsink, Baldeep S. Sidhu, Justin Gould, Bradley Porter, Mark K. Elliott, Vishal Mehta, Haotian Gu, Christopher A. Rinaldi, Martin Cowie, Philip J. Chowienczyk, Reza Razavi, Andrew P. King
AI-Enabled Assessment of Cardiac Systolic and Diastolic Function from Echocardiography. ASMUS@MICCAI (2022)
Emily Chan, Ciaran O'Hanlon, Carlota Asegurado Marquez, Marwenie Petalcorin, Jorge Mariscal Harana, Haotian Gu, Raymond J. Kim, Robert M. Judd, Philip J. Chowienczyk, Julia A. Schnabel, Reza Razavi, Andrew P. King, Bram Ruijsink, Esther Puyol-Antón
Automated Quality Controlled Analysis of 2D Phase Contrast Cardiovascular Magnetic Resonance Imaging. CoRR (2022)
Haotian Gu, Hamidreza Jafarnejadsani
Multi-level Adaptation for Automatic Landing with Engine Failure under Turbulent Weather. CoRR (2022)
Haotian Gu, Xin Guo, Xiaoli Wei, Renyuan Xu
Mean-Field Controls with Q-Learning for Cooperative MARL: Convergence and Complexity Analysis. SIAM J. Math. Data Sci. 3 (4) (2021)
Haotian Gu, Xin Guo
An SDE Framework for Adversarial Training, with Convergence and Robustness Analysis. CoRR (2021)
Haotian Gu, Xin Guo, Xiaoli Wei, Renyuan Xu
Mean-Field Multi-Agent Reinforcement Learning: A Decentralized Network Approach. CoRR (2021)
Haotian Gu, Jack Xin, Zhiwen Zhang
Error Estimates for a POD Method for Solving Viscous G-Equations in Incompressible Cellular Flows. SIAM J. Sci. Comput. 43 (1) (2021)
Haotian Gu, Xin Guo, Xiaoli Wei, Renyuan Xu
Q-Learning for Mean-Field Controls. CoRR (2020)