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Publication search results
found 39 matches
- 2024
- Tan Yang, Hai Yang, Yan Liu, Xiao Liu, Yijie Ding, Run Li, AnQiong Mao, Yue Huang, Xiao-Liang Li, Ying Zhang, Feng-Xu Yu
:
Postoperative delirium prediction after cardiac surgery using machine learning models. Comput. Biol. Medicine 169: 107818 (2024) - Zhilong Yu
, Yinghui Li
, Maolong Lv, Binbin Pei
, Anqi Fu:
Event-Triggered Adaptive Fuzzy Fault-Tolerant Attitude Control for Tailless Flying-Wing UAV With Fixed-Time Convergence. IEEE Trans. Veh. Technol. 73(4): 4858-4869 (2024) - Anqi Mao, Mehryar Mohri, Yutao Zhong:
Theoretically Grounded Loss Functions and Algorithms for Score-Based Multi-Class Abstention. AISTATS 2024: 4753-4761 - Anqi Mao, Mehryar Mohri, Yutao Zhong:
Predictor-Rejector Multi-Class Abstention: Theoretical Analysis and Algorithms. ALT 2024: 822-867 - Anqi Wang, Zhizhuo Yin, Yulu Hu, Yuanyuan Mao, Pan Hui:
Exploring the Potential of Large Language Models in Artistic Creation: Collaboration and Reflection on Creative Programming. CoRR abs/2402.09750 (2024) - Anqi Cheng, Zhiyuan Yang, Haiyue Zhu, Kezhi Mao:
GAM-Depth: Self-Supervised Indoor Depth Estimation Leveraging a Gradient-Aware Mask and Semantic Constraints. CoRR abs/2402.14354 (2024) - Anqi Mao, Mehryar Mohri, Yutao Zhong:
H-Consistency Guarantees for Regression. CoRR abs/2403.19480 (2024) - Anqi Mao, Mehryar Mohri, Yutao Zhong:
Regression with Multi-Expert Deferral. CoRR abs/2403.19494 (2024) - Anqi Mao, Mehryar Mohri, Yutao Zhong:
Top-k Classification and Cardinality-Aware Prediction. CoRR abs/2403.19625 (2024) - Anqi Mao, Mehryar Mohri, Yutao Zhong:
A Universal Growth Rate for Learning with Smooth Surrogate Losses. CoRR abs/2405.05968 (2024) - 2023
- Maolong Lv, Choon Ki Ahn
, Boyang Zhang
, Anqi Fu
:
Fixed-Time Antisaturation Cooperative Control for Networked Fixed-Wing Unmanned Aerial Vehicles Considering Actuator Failures. IEEE Trans. Aerosp. Electron. Syst. 59(6): 8812-8825 (2023) - Pranjal Awasthi, Anqi Mao, Mehryar Mohri, Yutao Zhong:
Theoretically Grounded Loss Functions and Algorithms for Adversarial Robustness. AISTATS 2023: 10077-10094 - Xiaoyu Liu, Weixuan Mao, Anqi Wang, Zheng Li, Hui Xue, Yijing Zhang, Jianjun Lin, Xiaodu Yang, Ziqian Chen, Bo Sun:
DNS Tunnel Detection for Low Throughput Data Exfiltration via Time-Frequency Domain Analysis. ICC 2023: 2331-2337 - Anqi Mao, Mehryar Mohri, Yutao Zhong:
H-Consistency Bounds for Pairwise Misranking Loss Surrogates. ICML 2023: 23743-23802 - Anqi Mao, Mehryar Mohri, Yutao Zhong:
Cross-Entropy Loss Functions: Theoretical Analysis and Applications. ICML 2023: 23803-23828 - Anqi Mao, Mehryar Mohri, Yutao Zhong:
H-Consistency Bounds: Characterization and Extensions. NeurIPS 2023 - Anqi Mao, Mehryar Mohri, Yutao Zhong:
Structured Prediction with Stronger Consistency Guarantees. NeurIPS 2023 - Anqi Mao, Christopher Mohri, Mehryar Mohri, Yutao Zhong:
Two-Stage Learning to Defer with Multiple Experts. NeurIPS 2023 - Anqi Mao, Mehryar Mohri, Yutao Zhong:
Cross-Entropy Loss Functions: Theoretical Analysis and Applications. CoRR abs/2304.07288 (2023) - Raef Bassily, Corinna Cortes, Anqi Mao, Mehryar Mohri:
Differentially Private Domain Adaptation with Theoretical Guarantees. CoRR abs/2306.08838 (2023) - Anqi Mao, Mehryar Mohri, Yutao Zhong:
Ranking with Abstention. CoRR abs/2307.02035 (2023) - Anqi Mao, Mehryar Mohri, Yutao Zhong:
Theoretically Grounded Loss Functions and Algorithms for Score-Based Multi-Class Abstention. CoRR abs/2310.14770 (2023) - Anqi Mao, Mehryar Mohri, Yutao Zhong:
Predictor-Rejector Multi-Class Abstention: Theoretical Analysis and Algorithms. CoRR abs/2310.14772 (2023) - Anqi Mao, Mehryar Mohri, Yutao Zhong:
Principled Approaches for Learning to Defer with Multiple Experts. CoRR abs/2310.14774 (2023) - 2022
- Yue Huang, YingBo Ren, Hai Yang, YiJie Ding
, Yan Liu, YunChun Yang, AnQiong Mao, Tan Yang, YingZi Wang, Feng Xiao, QiZhou He, Ying Zhang:
Using a machine learning-based risk prediction model to analyze the coronary artery calcification score and predict coronary heart disease and risk assessment. Comput. Biol. Medicine 151(Part): 106297 (2022) - Pranjal Awasthi, Anqi Mao, Mehryar Mohri, Yutao Zhong:
H-Consistency Bounds for Surrogate Loss Minimizers. ICML 2022: 1117-1174 - Pranjal Awasthi, Anqi Mao, Mehryar Mohri, Yutao Zhong:
Multi-Class $H$-Consistency Bounds. NeurIPS 2022 - Pranjal Awasthi, Anqi Mao, Mehryar Mohri, Yutao Zhong:
H-Consistency Estimation Error of Surrogate Loss Minimizers. CoRR abs/2205.08017 (2022) - 2021
- Lin Yang
, Yanyan Cai, Lei Zhang
, Mao Guo, Anqi Li
, Chenghu Zhou:
A deep learning method to predict soil organic carbon content at a regional scale using satellite-based phenology variables. Int. J. Appl. Earth Obs. Geoinformation 102: 102428 (2021) - Junyu Long, Shan Huang, Yi Bai, Jinzhu Mao, Anqiang Wang, Yu Lin, Xu Yang, Dongxu Wang, Jianzhen Lin, Jin Bian, Xiaobo Yang, Xinting Sang, Xi Wang, Haitao Zhao
:
Transcriptional landscape of cholangiocarcinoma revealed by weighted gene coexpression network analysis. Briefings Bioinform. 22(4) (2021)
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