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Hölder Bounds for Sensitivity Analysis in Causal Reasoning


Jul 09, 2021
Serge Assaad, Shuxi Zeng, Henry Pfister, Fan Li, Lawrence Carin

* Workshop on the Neglected Assumptions in Causal Inference at the International Conference on Machine Learning (ICML), 2021 

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Simpler, Faster, Stronger: Breaking The log-K Curse On Contrastive Learners With FlatNCE


Jul 02, 2021
Junya Chen, Zhe Gan, Xuan Li, Qing Guo, Liqun Chen, Shuyang Gao, Tagyoung Chung, Yi Xu, Belinda Zeng, Wenlian Lu, Fan Li, Lawrence Carin, Chenyang Tao


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Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization


Jul 02, 2021
Qing Guo, Junya Chen, Dong Wang, Yuewei Yang, Xinwei Deng, Lawrence Carin, Fan Li, Chenyang Tao


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A Compact and Interpretable Convolutional Neural Network for Cross-Subject Driver Drowsiness Detection from Single-Channel EEG


May 30, 2021
Jian Cui, Zirui Lan, Yisi Liu, Ruilin Li, Fan Li, Olga Sourina, Wolfgang Mueller-Wittig


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Are deep learning models superior for missing data imputation in large surveys? Evidence from an empirical comparison


Mar 14, 2021
Zhenhua Wang, Olanrewaju Akande, Jason Poulos, Fan Li


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Integrated Age Estimation Mechanism


Mar 11, 2021
Fan Li, Yongming Li, Pin Wang, Jie Xiao, Fang Yan, Xinke Li


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STCNet: Spatio-Temporal Cross Network for Industrial Smoke Detection


Nov 10, 2020
Yichao Cao, Qingfei Tang, Xiaobo Lu, Fan Li, Jinde Cao


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Counterfactual Representation Learning with Balancing Weights


Oct 23, 2020
Serge Assaad, Shuxi Zeng, Chenyang Tao, Shounak Datta, Nikhil Mehta, Ricardo Henao, Fan Li, Lawrence Carin


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Double Robust Representation Learning for Counterfactual Prediction


Oct 16, 2020
Shuxi Zeng, Serge Assaad, Chenyang Tao, Shounak Datta, Lawrence Carin, Fan Li

* 18 pages, 5 figures, 2 Tables 

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Revenue and Energy Efficiency-Driven Delay Constrained Computing Task Offloading and Resource Allocation in a Vehicular Edge Computing Network: A Deep Reinforcement Learning Approach


Oct 16, 2020
Xinyu Huang, Lijun He, Xing Chen, Liejun Wang, Fan Li

* 15 pages, 13 figures, submitted to IEEE Internet of Things 

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Estimating Heterogeneous Survival Treatment Effect via Machine/Deep Learning Methods in Observational Studies


Aug 17, 2020
Liangyuan Hu, Jiayi Ji, Fan Li

* 24 pages, 3 figures, 2 tables 

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Learning Consistency Pursued Correlation Filters for Real-Time UAV Tracking


Aug 09, 2020
Changhong Fu, Xiaoxiao Yang, Fan Li, Juntao Xu, Changjing Liu, Peng Lu

* IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2020), Las Vegas, USA 
* IROS 2020 accepted, 8 pages, 7 figures, and 2 tables 

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Deep Double-Side Learning Ensemble Model for Few-Shot Parkinson Speech Recognition


Jun 20, 2020
Yongming Li, Lang Zhou, Lingyun Qin, Yuwei Zeng, Yuchuan Liu, Yan Lei, Pin Wang, Fan Li

* 15 pages, 4 figures 

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WasteNet: Waste Classification at the Edge for Smart Bins


Jun 10, 2020
Gary White, Christian Cabrera, Andrei Palade, Fan Li, Siobhan Clarke

* 8 pages, 9 figures 

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Training-Set Distillation for Real-Time UAV Object Tracking


Mar 11, 2020
Fan Li, Changhong Fu, Fuling Lin, Yiming Li, Peng Lu

* 2020 IEEE International Conference on Robotics and Automation 

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Distributed Equivalent Substitution Training for Large-Scale Recommender Systems


Sep 10, 2019
Haidong Rong, Yangzihao Wang, Feihu Zhou, Junjie Zhai, Haiyang Wu, Rui Lan, Fan Li, Han Zhang, Yuekui Yang, Zhenyu Guo, Di Wang

* 10 pages 

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