2025
Density Ratio-based Proxy Causal Learning Without Density Ratios.
CoRR, March, 2025
2023
Kernel Single Proxy Control for Deterministic Confounding.
CoRR, 2023
A Neural Mean Embedding Approach for Back-door and Front-door Adjustment.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
2022
Spatio-temporal directed acyclic graph learning with attention mechanisms on brain functional time series and connectivity.
Medical Image Anal., 2022
On Instrumental Variable Regression for Deep Offline Policy Evaluation.
J. Mach. Learn. Res., 2022
Importance Weighting Approach in Kernel Bayes' Rule.
CoRR, 2022
Importance Weighted Kernel Bayes' Rule.
Proceedings of the International Conference on Machine Learning, 2022
Pairwise Supervision Can Provably Elicit a Decision Boundary.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
P2PNavi: A System-Level Algorithmic Solution for Highly Accurate Direction Estimation for Infrastructure-Free Indoor Navigation.
IEEE Syst. J., 2021
Common functional brain networks between attention deficit and disruptive behaviors in youth.
NeuroImage, 2021
Kernel Methods for Multistage Causal Inference: Mediation Analysis and Dynamic Treatment Effects.
CoRR, 2021
Deep Proxy Causal Learning and its Application to Confounded Bandit Policy Evaluation.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Learning Deep Features in Instrumental Variable Regression.
Proceedings of the 9th International Conference on Learning Representations, 2021
2020
Polynomial-Time Algorithms for Multiple-Arm Identification with Full-Bandit Feedback.
Neural Comput., 2020
Kernel Methods for Policy Evaluation: Treatment Effects, Mediation Analysis, and Off-Policy Planning.
CoRR, 2020
Similarity-based Classification: Connecting Similarity Learning to Binary Classification.
CoRR, 2020
The Bidirectional Data Flow Based On The Data-Lake.
Proceedings of the 13th International Congress on Image and Signal Processing, 2020
2019
Polynomial-time Algorithms for Combinatorial Pure Exploration with Full-bandit Feedback.
CoRR, 2019
Uncoupled Regression from Pairwise Comparison Data.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
The Influence of Target Orientation on the Underground Targets Classification.
Proceedings of the 19th IEEE International Conference on Communication Technology, 2019
Dueling Bandits with Qualitative Feedback.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
FPGA implementation of adaptive time delay estimation for real-time near-field electromagnetic ranging.
Int. J. Circuit Theory Appl., 2018
Alternate Estimation of a Classifier and the Class-Prior from Positive and Unlabeled Data.
CoRR, 2018
Collaborative Geolocation Based on Imprecise Initial Coordinates for Internet of Things.
IEEE Access, 2018
Toward Emergency Indoor Localization: Maximum Correntropy Criterion Based Direction Estimation Algorithm for Mobile TOA Rotation Anchor.
IEEE Access, 2018
UWB body motion assisted indoor geolocation with a single reference point.
Proceedings of the IEEE/ION Position, Location and Navigation Symposium, 2018
A Combined Neural and Genetic Algorithm Model for Data Center Temperature Control.
Proceedings of the 8th International Workshop on Combinations of Intelligent Methods and Applications co-located with 30th International Conference on Artificial Intelligence Tools (ICTAI 2018), 2018
A fully adaptive algorithm for pure exploration in linear bandits.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
2017
Dpaper: An Authoring Tool for Extractable Digital Papers.
J. Data Inf. Sci., 2017
A high precise E-nose for daily indoor air quality monitoring in living environment.
Integr., 2017
Adaptive time delay estimation algorithm for indoor near-field electromagnetic ranging.
Int. J. Commun. Syst., 2017
2016
Automatic target recognition with joint sparse representation of heterogeneous multi-view SAR images over a locally adaptive dictionary.
Signal Process., 2016
The effect of multipath and NLOS on TOA ranging error and energy based on UWB.
Proceedings of the IEEE International Conference on Consumer Electronics-Taiwan, 2016
2015
CRLB for TOA Based Near-Ground Swarm Robotic Localization.
Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015
Penalty Function Based Anchor-Free Positioning.
Proceedings of the 11th International Conference on Mobile Ad-hoc and Sensor Networks, 2015
2011
SOA-based precision irrigation decision support system.
Math. Comput. Model., 2011
An Excel model of analogue orthotropic plate method to calculate load transverse distribution coefficients.
Proceedings of the International Conference on Electronic and Mechanical Engineering and Information Technology, 2011