Abstract is missing.
- AutoML and Interpretability: Powering the Machine Learning Revolution in HealthcareMihaela van der Schaar. 1 [doi]
- ADAGES: Adaptive Aggregation with Stability for Distributed Feature SelectionYu Gui. 3-12 [doi]
- Classification Acceleration via Merging Decision TreesChenglin Fan, Ping Li. 13-22 [doi]
- Tree Space Prototypes: Another Look at Making Tree Ensembles InterpretableSarah Tan, Matvey Soloviev, Giles Hooker, Martin T. Wells. 23-34 [doi]
- Ensembles of Bagged TAO Trees Consistently Improve over Random Forests, AdaBoost and Gradient BoostingMiguel Á. Carreira-Perpiñán, Arman Zharmagambetov. 35-46 [doi]
- Interpreting Black Box Models via Hypothesis TestingCollin Burns, Jesse Thomason, Wesley Tansey. 47-57 [doi]
- Congenial Differential Privacy under Mandated DisclosureRuobin Gong, Xiao-Li Meng. 59-70 [doi]
- Incentives Needed for Low-Cost Fair Lateral Data ReuseRoland Maio, Augustin Chaintreau. 71-82 [doi]
- Applying Algorithmic Accountability Frameworks with Domain-specific Codes of Ethics: A Case Study in Ecosystem Forecasting for Shellfish Toxicity in the Gulf of MaineIsabella Grasso, David Russell, Abigail Matthews, Jeanna N. Matthews, Nicholas R. Record. 83-91 [doi]
- Semantic Scholar, NLP, and the Fight against COVID-19Oren Etzioni. 93 [doi]
- Non-Uniform Sampling of Fixed Margin Binary MatricesAlex Fout, Bailey K. Fosdick, Matthew P. Hitt. 95-105 [doi]
- Large Very Dense Subgraphs in a Stream of EdgesClaire Mathieu, Michel de Rougemont. 107-117 [doi]
- Toward Communication Efficient Adaptive Gradient MethodXiangyi Chen, Xiaoyun Li, Ping Li. 119-128 [doi]
- Towards Practical Lipschitz BanditsTianyu Wang, Weicheng Ye, Dawei Geng, Cynthia Rudin. 129-138 [doi]
- On Reinforcement Learning for Turn-based Zero-sum Markov GamesDevavrat Shah, Varun Somani, Qiaomin Xie, Zhi Xu. 139-148 [doi]
- Transforming Probabilistic Programs for Model CheckingRyan Bernstein, Matthijs Vákár, Jeannette Wing. 149-159 [doi]
- StyleCAPTCHA: CAPTCHA Based on Stylized Images to Defend against Deep NetworksHaitian Chen, Bai Jiang, Hao Chen. 161-170 [doi]
- Statistical Significance in High-dimensional Linear Mixed ModelsLina Lin, Mathias Drton, Ali Shojaie. 171-181 [doi]
- Dynamical Gaussian Process Latent Variable Model for Representation Learning from Longitudinal DataThanh Le, Vasant G. Honavar. 183-188 [doi]