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ORCIDFODS 2020: Virtual Event, USA
- Jeannette M. Wing, David Madigan:
FODS '20: ACM-IMS Foundations of Data Science Conference, Virtual Event, USA, October 19-20, 2020. ACM 2020, ISBN 978-1-4503-8103-1 - Mihaela van der Schaar:
AutoML and Interpretability: Powering the Machine Learning Revolution in Healthcare. 1 - Yu Gui:
ADAGES: Adaptive Aggregation with Stability for Distributed Feature Selection. 3-12 - Chenglin Fan, Ping Li:
Classification Acceleration via Merging Decision Trees. 13-22 - Sarah Tan, Matvey Soloviev, Giles Hooker, Martin T. Wells:
Tree Space Prototypes: Another Look at Making Tree Ensembles Interpretable. 23-34 - Miguel Á. Carreira-Perpiñán, Arman Zharmagambetov:
Ensembles of Bagged TAO Trees Consistently Improve over Random Forests, AdaBoost and Gradient Boosting. 35-46 - Collin Burns, Jesse Thomason, Wesley Tansey:
Interpreting Black Box Models via Hypothesis Testing. 47-57 - Ruobin Gong, Xiao-Li Meng
:
Congenial Differential Privacy under Mandated Disclosure. 59-70 - Roland Maio, Augustin Chaintreau:
Incentives Needed for Low-Cost Fair Lateral Data Reuse. 71-82 - Isabella Grasso, David Russell, Abigail Matthews, Jeanna N. Matthews, Nicholas R. Record:
Applying Algorithmic Accountability Frameworks with Domain-specific Codes of Ethics: A Case Study in Ecosystem Forecasting for Shellfish Toxicity in the Gulf of Maine. 83-91 - Oren Etzioni:
Semantic Scholar, NLP, and the Fight against COVID-19. 93 - Alex Fout, Bailey K. Fosdick, Matthew P. Hitt:
Non-Uniform Sampling of Fixed Margin Binary Matrices. 95-105 - Claire Mathieu, Michel de Rougemont:
Large Very Dense Subgraphs in a Stream of Edges. 107-117 - Xiangyi Chen, Xiaoyun Li, Ping Li:
Toward Communication Efficient Adaptive Gradient Method. 119-128 - Tianyu Wang, Weicheng Ye, Dawei Geng, Cynthia Rudin:
Towards Practical Lipschitz Bandits. 129-138 - Devavrat Shah, Varun Somani, Qiaomin Xie, Zhi Xu:
On Reinforcement Learning for Turn-based Zero-sum Markov Games. 139-148 - Ryan Bernstein, Matthijs Vákár, Jeannette M. Wing:
Transforming Probabilistic Programs for Model Checking. 149-159 - Haitian Chen, Bai Jiang, Hao Chen:
StyleCAPTCHA: CAPTCHA Based on Stylized Images to Defend against Deep Networks. 161-170 - Lina Lin, Mathias Drton, Ali Shojaie:
Statistical Significance in High-dimensional Linear Mixed Models. 171-181 - Thanh Le, Vasant G. Honavar:
Dynamical Gaussian Process Latent Variable Model for Representation Learning from Longitudinal Data. 183-188
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