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| | * '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu] | | * '''Instructor''': [http://www.cse.wustl.edu/~lu Prof. Chenyang Lu] |
| − | * '''Semester''': '''Spring 2021''' | + | * '''Semester''': '''Summer 2021''' |
| | * '''Time''': Thursday at 4pm-4:50pm | | * '''Time''': Thursday at 4pm-4:50pm |
| | * '''Location''': Virtual | | * '''Location''': Virtual |
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| | ==Presentation Schedule== | | ==Presentation Schedule== |
| | | | |
| − | === Feb 04 === | + | === June 1=== |
| − | Bing
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| − | | |
| − | Mattei, Pierre-Alexandre, and Jes Frellsen. "MIWAE: Deep generative modelling and imputation of incomplete data sets." International Conference on Machine Learning. PMLR, 2019.[http://proceedings.mlr.press/v97/mattei19a.html]
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| − | | |
| − | Wang, Yuhao, et al. "Causal discovery from incomplete data: a deep learning approach." arXiv preprint arXiv:2001.05343 (2020).[https://arxiv.org/pdf/2001.05343.pdf]
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| − | | |
| − | === Feb 11 ===
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| − | Ruiqi
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| − | | |
| − | Luyang Liu, Hongyu Li, and Marco Gruteser. 2019. Edge Assisted Real-time Object Detection for Mobile Augmented Reality. The 25th Annual International Conference on Mobile Computing and Networking. Association for Computing Machinery, New York, NY, USA, Article 25, 1–16. [https://dl.acm.org/doi/pdf/10.1145/3300061.3300116]
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| − | | |
| − | === Feb 18 ===
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| | Jingwen | | Jingwen |
| | | | |
| − | Daniş, F. Serhan, and Ali Taylan Cemgil. "Model-based localization and tracking using bluetooth low-energy beacons." Sensors 17.11 (2017): 2484. [https://www.mdpi.com/1424-8220/17/11/2484/htm]
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| − |
| |
| − | === Feb 25 ===
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| − | Kriti
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| − |
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| − | Nguyen Tuan A , Jeong Hyewon, Yang Eunho , Hwang Sung Ju. Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning. Association for the Advancement of Artificial Intelligence. 2021 [https://arxiv.org/pdf/2006.12777.pdf ]
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| − |
| |
| − | === Mar 04 ===
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| − | Soumyendu
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| − |
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| − | Maximilian Ilse, Jakub M. Tomczak, and Max Welling, Attention-based Deep Multiple Instance Learning, ICML 2018. https://arxiv.org/abs/1802.04712
| |
| − |
| |
| − | === Mar 11 ===
| |
| − | Hanyang
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| − |
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| − | He, Yong, et al. "Attention and Memory-Augmented Networks for Dual-View Sequential Learning." Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. 2020. https://dl.acm.org/doi/pdf/10.1145/3394486.3403055
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| − |
| |
| − | === Mar 18 ===
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| − | Sayantan
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| − |
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| − | Xiao Zhang, Dejing Dou, and Ji Wu, Learning Conceptual-Contextual Embeddings for Medical Text, AAAI Conference on Artificial Intelligence (AAAI-20), 2020. https://ojs.aaai.org/index.php/AAAI/article/view/6504/6360
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| − |
| |
| − | === Mar 25 ===
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| − | Guanghui
| |
| − |
| |
| − | Mate, Aditya, et al. "Collapsing Bandits and Their Application to Public Health Intervention." Advances in Neural Information Processing Systems 33 (2020). https://arxiv.org/pdf/2007.04432.pdf
| |
| − |
| |
| − | === Apr 01 ===
| |
| − | Dingwen
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| − |
| |
| − | J. Luo, et al. HiTANet: Hierarchical Time-Aware Attention Networks for Risk Prediction on Electronic Health Records. KDD'20. https://dl.acm.org/doi/pdf/10.1145/3394486.3403107
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| − |
| |
| − | === Apr 08 ===
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| − | Ruixuan
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| − | Harutyunyan, Hrayr, et al. "Multitask learning and benchmarking with clinical time series data." Scientific data 6.1 (2019): 1-18.[https://www.nature.com/articles/s41597-019-0103-9]
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| − |
| |
| − | === Apr 15 ===
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| − | Jingwen
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| − |
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| − | Bica, Ioana, Ahmed Alaa, and Mihaela Van Der Schaar. "Time series deconfounder: Estimating treatment effects over time in the presence of hidden confounders." International Conference on Machine Learning. PMLR, 2020. [http://proceedings.mlr.press/v119/bica20a/bica20a.pdf]
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| − |
| |
| − | === Apr 22 ===
| |
| − | Ruiqi
| |
| − |
| |
| − | Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency
| |
| − | https://dl.acm.org/doi/10.1145/3384419.3430898
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| − |
| |
| − | === Apr 29 ===
| |
| − | Bing
| |
| − |
| |
| − | Chen, Ricky TQ, et al. "Isolating sources of disentanglement in variational autoencoders." arXiv preprint arXiv:1802.04942 (2018). [https://dl.acm.org/doi/pdf/10.5555/3327144.3327186]
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| − |
| |
| − | Kingma, Diederik P., and Max Welling. "An introduction to variational autoencoders." arXiv preprint arXiv:1906.02691 (2019). [https://arxiv.org/abs/1906.02691]
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| − |
| |
| − | Sorrenson, Peter, Carsten Rother, and Ullrich Köthe. "Disentanglement by nonlinear ica with general incompressible-flow networks (gin)." arXiv preprint arXiv:2001.04872 (2020) [https://arxiv.org/pdf/2001.04872.pdf]
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| | | | |
| | ==Previous Semesters== | | ==Previous Semesters== |
