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2020 – today
- 2023
[c16]Liyuan Xu, Arthur Gretton:
A Neural Mean Embedding Approach for Back-door and Front-door Adjustment. ICLR 2023- [i13]Liyuan Xu, Arthur Gretton:
Kernel Single Proxy Control for Deterministic Confounding. CoRR abs/2308.04585 (2023) - 2022
- [j13]Yutian Chen, Liyuan Xu, Çaglar Gülçehre, Tom Le Paine, Arthur Gretton, Nando de Freitas, Arnaud Doucet:
On Instrumental Variable Regression for Deep Offline Policy Evaluation. J. Mach. Learn. Res. 23: 302:1-302:40 (2022) - [j12]Shih-Gu Huang, Jing Xia, Liyuan Xu, Anqi Qiu:
Spatio-temporal directed acyclic graph learning with attention mechanisms on brain functional time series and connectivity. Medical Image Anal. 77: 102370 (2022) - [c15]Han Bao, Takuya Shimada, Liyuan Xu, Issei Sato, Masashi Sugiyama:
Pairwise Supervision Can Provably Elicit a Decision Boundary. AISTATS 2022: 2618-2640 - [c14]Liyuan Xu, Yutian Chen, Arnaud Doucet, Arthur Gretton:
Importance Weighted Kernel Bayes' Rule. ICML 2022: 24524-24538 - [i12]Liyuan Xu, Yutian Chen, Arnaud Doucet, Arthur Gretton:
Importance Weighting Approach in Kernel Bayes' Rule. CoRR abs/2202.02474 (2022) - [i11]Liyuan Xu, Arthur Gretton
:
A Neural Mean Embedding Approach for Back-door and Front-door Adjustment. CoRR abs/2210.06610 (2022) - 2021
- [j11]Ting Yat Wong, Han Zhang, Tonya White, Liyuan Xu, Anqi Qiu:
Common functional brain networks between attention deficit and disruptive behaviors in youth. NeuroImage 245: 118732 (2021) - [j10]Liyuan Xu, Jie He, Peng Wang, Qin Wang:
P2PNavi: A System-Level Algorithmic Solution for Highly Accurate Direction Estimation for Infrastructure-Free Indoor Navigation. IEEE Syst. J. 15(2): 3046-3056 (2021) - [c13]Liyuan Xu, Yutian Chen, Siddarth Srinivasan, Nando de Freitas, Arnaud Doucet, Arthur Gretton:
Learning Deep Features in Instrumental Variable Regression. ICLR 2021 - [c12]Liyuan Xu, Heishiro Kanagawa, Arthur Gretton:
Deep Proxy Causal Learning and its Application to Confounded Bandit Policy Evaluation. NeurIPS 2021: 26264-26275 - [i10]Yutian Chen, Liyuan Xu, Çaglar Gülçehre, Tom Le Paine, Arthur Gretton, Nando de Freitas, Arnaud Doucet:
On Instrumental Variable Regression for Deep Offline Policy Evaluation. CoRR abs/2105.10148 (2021) - [i9]Liyuan Xu, Heishiro Kanagawa, Arthur Gretton:
Deep Proxy Causal Learning and its Application to Confounded Bandit Policy Evaluation. CoRR abs/2106.03907 (2021) - [i8]Rahul Singh, Liyuan Xu, Arthur Gretton:
Kernel Methods for Multistage Causal Inference: Mediation Analysis and Dynamic Treatment Effects. CoRR abs/2111.03950 (2021) - 2020
- [j9]Yuko Kuroki, Liyuan Xu, Atsushi Miyauchi, Junya Honda, Masashi Sugiyama:
Polynomial-Time Algorithms for Multiple-Arm Identification with Full-Bandit Feedback. Neural Comput. 32(9): 1733-1773 (2020) - [c11]Liyuan Xu, Li Qian, Zhijun Chang, Zhenxin Wu:
The Bidirectional Data Flow Based On The Data-Lake. CISP-BMEI 2020: 971-976 - [i7]Han Bao, Takuya Shimada, Liyuan Xu, Issei Sato, Masashi Sugiyama:
Similarity-based Classification: Connecting Similarity Learning to Binary Classification. CoRR abs/2006.06207 (2020) - [i6]Rahul Singh, Liyuan Xu, Arthur Gretton:
Kernel Methods for Policy Evaluation: Treatment Effects, Mediation Analysis, and Off-Policy Planning. CoRR abs/2010.04855 (2020) - [i5]Liyuan Xu, Yutian Chen, Siddarth Srinivasan, Nando de Freitas, Arnaud Doucet, Arthur Gretton:
Learning Deep Features in Instrumental Variable Regression. CoRR abs/2010.07154 (2020)
2010 – 2019
- 2019
- [c10]Liyuan Xu, Junya Honda, Masashi Sugiyama:
Dueling Bandits with Qualitative Feedback. AAAI 2019: 5549-5556 - [c9]Shihong Duan, Yue Li, Peng Wang, Yadong Wan, Liyuan Xu, Tong Li:
The Influence of Target Orientation on the Underground Targets Classification. ICCT 2019: 487-494 - [c8]Liyuan Xu, Junya Honda, Gang Niu, Masashi Sugiyama:
Uncoupled Regression from Pairwise Comparison Data. NeurIPS 2019: 3994-4004 - [i4]Yuko Kuroki, Liyuan Xu, Atsushi Miyauchi, Junya Honda, Masashi Sugiyama:
Polynomial-time Algorithms for Combinatorial Pure Exploration with Full-bandit Feedback. CoRR abs/1902.10582 (2019) - [i3]Liyuan Xu, Junya Honda, Gang Niu, Masashi Sugiyama:
Uncoupled Regression from Pairwise Comparison Data. CoRR abs/1905.13659 (2019) - 2018
- [j8]Liyuan Xu, Jie He, Peng Wang, Kaveh Pahlavan, Huangsheng Ning, Qin Wang:
Toward Emergency Indoor Localization: Maximum Correntropy Criterion Based Direction Estimation Algorithm for Mobile TOA Rotation Anchor. IEEE Access 6: 35867-35878 (2018) - [j7]Liyuan Xu, Lin Yao, Jie He, Peng Wang, Keping Long, Qin Wang:
Collaborative Geolocation Based on Imprecise Initial Coordinates for Internet of Things. IEEE Access 6: 48850-48858 (2018) - [j6]Peng Wang, Xiaotong Zhang, Zhiyang Liu, Liyuan Xu, Jie He, Jinwu Xu:
FPGA implementation of adaptive time delay estimation for real-time near-field electromagnetic ranging. Int. J. Circuit Theory Appl. 46(11): 1940-1952 (2018) - [c7]Liyuan Xu, Junya Honda, Masashi Sugiyama:
A fully adaptive algorithm for pure exploration in linear bandits. AISTATS 2018: 843-851 - [c6]Weiping Yu, Zhaoguo Wang, Yibo Xue, Lingxu Guo, Liyuan Xu:
A Combined Neural and Genetic Algorithm Model for Data Center Temperature Control. CIMA@ICTAI 2018: 58-69 - [c5]Liyuan Xu, Jie He, Julang Ying, Peng Wang, Kaveh Pahlavan, Qin Wang:
UWB body motion assisted indoor geolocation with a single reference point. PLANS 2018: 1509-1514 - [i2]Liyuan Xu, Junya Honda, Masashi Sugiyama:
Dueling Bandits with Qualitative Feedback. CoRR abs/1809.05274 (2018) - [i1]Masahiro Kato, Liyuan Xu, Gang Niu, Masashi Sugiyama:
Alternate Estimation of a Classifier and the Class-Prior from Positive and Unlabeled Data. CoRR abs/1809.05710 (2018) - 2017
- [j5]Peng Wang, Xiaotong Zhang, Guolu Sun, Liyuan Xu, Jinwu Xu:
Adaptive time delay estimation algorithm for indoor near-field electromagnetic ranging. Int. J. Commun. Syst. 30(5) (2017) - [j4]Jie He, Liyuan Xu, Peng Wang, Qin Wang:
A high precise E-nose for daily indoor air quality monitoring in living environment. Integr. 58: 286-294 (2017) - [j3]Xiaoqiu Le, Chenyu Mao, Yuanbiao He, Changlei Fu, Liyuan Xu:
Dpaper: An Authoring Tool for Extractable Digital Papers. J. Data Inf. Sci. 1(1): 86-97 (2017) - 2016
- [j2]Zongjie Cao, Liyuan Xu, Jilan Feng:
Automatic target recognition with joint sparse representation of heterogeneous multi-view SAR images over a locally adaptive dictionary. Signal Process. 126: 27-34 (2016) - [c4]Xifei Li, Jie He, Liyuan Xu, Qin Wang:
The effect of multipath and NLOS on TOA ranging error and energy based on UWB. ICCE-TW 2016: 1-2 - 2015
- [c3]Ran Wang, Jie He, Liyuan Xu, Qin Wang:
Penalty Function Based Anchor-Free Positioning. MSN 2015: 270-277 - [c2]Zhishuai Han, Jie He, Yishuang Geng, Cheng Xu, Liyuan Xu, Shihong Duan:
CRLB for TOA Based Near-Ground Swarm Robotic Localization. UIC/ATC/ScalCom 2015: 1853-1858 - 2011
- [j1]Liyuan Xu, Liping Chen, Tian'en Chen, Yunbing Gao:
SOA-based precision irrigation decision support system. Math. Comput. Model. 54(3-4): 944-949 (2011) - [c1]Guowen Che, Lijun Ma, Liyuan Xu:
An Excel model of analogue orthotropic plate method to calculate load transverse distribution coefficients. EMEIT 2011: 3796-3799
Coauthor Index
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