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2020 – today
- 2024
[c6]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. ICC 2024: 280-286- [c5]Haotian Gu
, Xin Guo, Timothy L. Jacobs, Philip M. Kaminsky, Xinyu Li:
Transportation Marketplace Rate Forecast Using Signature Transform. KDD 2024: 4997-5005 - [i12]Haotian Gu, Timothy L. Jacobs, Philip M. Kaminsky, Xin Guo, Xinyu Li:
Transportation Market Rate Forecast Using Signature Transform. CoRR abs/2401.04857 (2024) - [i11]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 abs/2402.00219 (2024) - 2023
- [j4]Haotian Gu, Xin Guo, Xiaoli Wei, Renyuan Xu:
Dynamic Programming Principles for Mean-Field Controls with Learning. Oper. Res. 71(4): 1040-1054 (2023) - [i10]Haoyang Cao, Haotian Gu, Xin Guo, Mathieu Rosenbaum:
Feasibility and Transferability of Transfer Learning: A Mathematical Framework. CoRR abs/2301.11542 (2023) - [i9]Haoyang Cao, Haotian Gu, Xin Guo:
Feasibility of Transfer Learning: A Mathematical Framework. CoRR abs/2305.12985 (2023) - [i8]Haoyang Cao, Haotian Gu, Xin Guo, Mathieu Rosenbaum:
Transfer Learning for Portfolio Optimization. CoRR abs/2307.13546 (2023) - [i7]Haoyang Cao, Haotian Gu, Xin Guo, Mathieu Rosenbaum:
Risk of Transfer Learning and its Applications in Finance. CoRR abs/2311.03283 (2023) - 2022
- [j3]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): 1707-1716 (2022) - [c4]Xinru Hu, Haotian Gu, Fengkai Lang, Jinqi Zhao, Nanshan Zheng:
Flood Extraction from SAR Images Based on Semi-Automatic Thresholding. IGARSS 2022: 6332-6335 - [c3]Esther Puyol-Antón, Bram Ruijsink, Baldeep S. Sidhu, Justin Gould, Bradley Porter, Mark K. Elliott, Vishal Mehta, Haotian Gu, Christopher A. Rinaldi, Martin R. Cowie, Philip J. Chowienczyk, Reza Razavi, Andrew P. King:
AI-Enabled Assessment of Cardiac Systolic and Diastolic Function from Echocardiography. ASMUS@MICCAI 2022: 75-85 - [c2]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: 188-201 - [c1]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: 101-111 - [i6]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 R. Cowie, Philip J. Chowienczyk, Reza Razavi, Andrew P. King:
AI-enabled Assessment of Cardiac Systolic and Diastolic Function from Echocardiography. CoRR abs/2203.11726 (2022) - [i5]Haotian Gu, Hamidreza Jafarnejadsani:
Multi-level Adaptation for Automatic Landing with Engine Failure under Turbulent Weather. CoRR abs/2209.04132 (2022) - [i4]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 abs/2209.14212 (2022) - 2021
- [j2]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): A636-A662 (2021) - [j1]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): 1168-1196 (2021) - [i3]Haotian Gu, Xin Guo:
An SDE Framework for Adversarial Training, with Convergence and Robustness Analysis. CoRR abs/2105.08037 (2021) - [i2]Haotian Gu, Xin Guo, Xiaoli Wei, Renyuan Xu:
Mean-Field Multi-Agent Reinforcement Learning: A Decentralized Network Approach. CoRR abs/2108.02731 (2021) - 2020
- [i1]Haotian Gu, Xin Guo, Xiaoli Wei, Renyuan Xu:
Q-Learning for Mean-Field Controls. CoRR abs/2002.04131 (2020)
Coauthor Index
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