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Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 379
TitleAuthor(s)Issue DateViews
 
Crystallization Learning with the Delaunay Triangulation
Proceeding/Conference:International Conference on Machine Learning ICML 2021
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, the Chinese University of Hong Kong
2021
3
 
Integrating Domain Knowledge in AI-Assisted Criminal Sentencing of Drug Trafficking Cases
Proceeding/Conference:33rd International Conference on Legal Knowledge and Information Systems (JURIX 2020)
2020
1
 
TransCT: Dual-path Transformer for Low Dose Computed Tomography
Proceeding/Conference:International Conference on Medical Image Computing and Computer-Assisted Intervention
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
2021
A generalized neural tangent kernel analysis for two-layer neural networks
Proceeding/Conference:Advances in Neural Information Processing Systems 33 (NeurIPS 2020)
2020
4
Agnostic learning of a single neuron with gradient descent
Proceeding/Conference:Advances in Neural Information Processing Systems 33 (NeurIPS 2020)
2020
4
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
2020
4
Generalization error bounds of gradient descent for learning over-parameterized deep relu networks
Proceeding/Conference:Proceedings of the AAAI Conference on Artificial Intelligence
2020
5
Algorithm-dependent generalization bounds for overparameterized deep residual networks
Proceeding/Conference:Advances in Neural Information Processing Systems 32 (NeurIPS 2019)
2019
6
Tight sample complexity of learning one-hidden-layer convolutional neural networks
Proceeding/Conference:Advances in Neural Information Processing Systems 32 (NeurIPS 2019)
2019
3
Generalization bounds of stochastic gradient descent for wide and deep neural networks
Proceeding/Conference:Advances in Neural Information Processing Systems 32 (NeurIPS 2019)
2019
6
The edge density barrier: Computational-statistical tradeoffs in combinatorial inference
Proceeding/Conference:Proceedings of the 35th International Conference on Machine Learning
2018
6
 
State-Aware Value Function Approximation with Attention Mechanism for Restless Multi-armed Bandits
Proceeding/Conference:The 30th International Joint Conference on Artificial Intelligence (IJCAI)
2021
19
 
Coping Strategies on Stress and Emotional Distress among Hong Kong Youths
Proceeding/Conference:Hong Kong Primary Care Conference 2020
2020
9
Semi-supervised Skin Lesion Segmentation via Transformation Consistent Self-ensembling Model
Proceeding/Conference:British Machine Vision Conference (BMVC)
2018
10
Unsupervised retina image synthesis via disentangled representation learning
Proceeding/Conference:Simulation and Synthesis in Medical Imaging: 4th International Workshop, SASHIMI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings
2019
5
Agent with Warm Start and Active Termination for Plane Localization in 3D Ultrasound
Proceeding/Conference:Medical Image Computing and Computer Assisted Intervention – MICCAI 2019: 22nd International Conference, Shenzhen, China, October 13–17, 2019, Proceedings, Part V
2019
6
Predicting Fluid Intelligence from MRI Images with Encoder-Decoder Regularization
Proceeding/Conference:Adolescent Brain Cognitive Development Neurocognitive Prediction: First Challenge, ABCD-NP 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings
2019
4
Boundary and entropy-driven adversarial learning for fundus image segmentation
Proceeding/Conference:Medical Image Computing and Computer Assisted Intervention – MICCAI 2019: 22nd International Conference, Shenzhen, China, October 13–17, 2019, Proceedings, Part I
2019
5
Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 379