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	Title	Author(s)	Issue Date
	Distributed, partially collapsed MCMC for Bayesian Nonparametrics Proceeding/Conference:Proceedings of Machine Learning Research (PMLR)	Dubey, KAZhang, MMXing, EPWilliamson, SA	2020
	Selective Learning from External Data for CT Image Segmentation Proceeding/Conference:International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021	Song, YYu, LLei, BChoi, KZQin, J	2021
	Patient-Specific Effects of Medication Using Latent Force Models with Gaussian Processes Proceeding/Conference:Proceedings of Machine Learning Research (PMLR)	Cheng, LFDumitrascu, BZhang, MMChivers, CDraugelis, MEngelhardt, BE	2020
	Latent variable modeling with random features Proceeding/Conference:Proceedings of Machine Learning Research (PMLR)	Gundersen, GWZhang, MMEngelhardt, BE	2021
	High diagnostic performance of a deep learning artificial intelligence model in accurately diagnosing hepatocellular carcinoma on computed tomography Proceeding/Conference:Hepatology	Seto, WKWChiu, WHKYu, PLHCao, WCheng, HMLui, GCSWong, EMFWu, JMak, LYShen, XLi, WKYuen, RMF	2020
	Single-cell Raman spectroscopy identifies <i>E. coli</i> persisters and their functionalities Proceeding/Conference:Journal of Dental Research (Spec Issue)	Wang, CChen, RJin, LXu, J	2021
	Crystallization Learning with the Delaunay Triangulation Proceeding/Conference:Proceedings of Machine Learning Research (PMLR)	Gu, JYin, G	2021
	AI-Assisted Criminal Sentencing of Drug Trafficking Cases: A Model for Combining Human and Algorithmic Legal Decision-Making Proceeding/Conference:Machine Lawyering Conference: Human Sovereignty and Machine Efficiency in the Law	Chen, YCCheung, MKCheung, ASYWU, THKao, CMWang, CYUAN, GCheng, CKR	2021
	Integrating Domain Knowledge in AI-Assisted Criminal Sentencing of Drug Trafficking Cases Proceeding/Conference:The 33rd International Conference on Legal Knowledge and Information Systems (JURIX 2020)	Wu, THKao, CMCheung, ASYCheung, MKWang, CChen, YCYuan, GCheng, CKR	2020
	TransCT: Dual-path Transformer for Low Dose Computed Tomography Proceeding/Conference:International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021	Zhang, ZYu, LLiang, XZhao, WXing, L	2021
	Beyond COVID-19 Diagnosis: Prognosis with hierarchical graph representation learning Proceeding/Conference:International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021	Liu, CCui, JGan, DYin, G	2021
	A generalized neural tangent kernel analysis for two-layer neural networks Proceeding/Conference:Advances in Neural Information Processing Systems 33 (NeurIPS 2020)	Chen, ZixiangCao, YuanGu, QuanquanZhang, Tong	2020
	Agnostic learning of a single neuron with gradient descent Proceeding/Conference:Advances in Neural Information Processing Systems 33 (NeurIPS 2020)	Frei, SpencerCao, YuanGu, Quanquan	2020
	Closing the generalization gap of adaptive gradient methods in training deep neural networks Proceeding/Conference:Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence	Chen, JinghuiZhou, DongruoTang, YiqiYang, ZiyanCao, YuanGu, Quanquan	2020
	Generalization error bounds of gradient descent for learning over-parameterized deep relu networks Proceeding/Conference:Proceedings of the AAAI Conference on Artificial Intelligence	Cao, YuanGu, Quanquan	2020
	Algorithm-dependent generalization bounds for overparameterized deep residual networks Proceeding/Conference:Advances in Neural Information Processing Systems 32 (NeurIPS 2019)	Frei, SpencerCao, YuanGu, Quanquan	2019
	Tight sample complexity of learning one-hidden-layer convolutional neural networks Proceeding/Conference:Advances in Neural Information Processing Systems 32 (NeurIPS 2019)	Cao, YuanGu, Quanquan	2019
	Generalization bounds of stochastic gradient descent for wide and deep neural networks Proceeding/Conference:Advances in Neural Information Processing Systems 32 (NeurIPS 2019)	Cao, YuanGu, Quanquan	2019
	The edge density barrier: Computational-statistical tradeoffs in combinatorial inference Proceeding/Conference:Proceedings of the 35th International Conference on Machine Learning	Lu, HaoCao, YuanLu, JunweiLiu, HanWang, Zhaoran	2018
	State-Aware Value Function Approximation with Attention Mechanism for Restless Multi-armed Bandits Proceeding/Conference:The 30th International Joint Conference on Artificial Intelligence (IJCAI)	Wu, SZhao, JTian, GWang, J	2021