Frances Ann Hubis

According to our database, Frances Ann Hubis authored at least 5 papers in 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2019

Ease.ml/ci and Ease.ml/meter in Action: Towards Data Management for Statistical Generalization.

Cédric Renggli, Frances Ann Hubis, Bojan Karlas, Kevin Schawinski, Wentao Wu, Ce Zhang

Proc. VLDB Endow., 2019

Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms.

Ruoxi Jia, David Dao, Boxin Wang, Frances Ann Hubis, Nezihe Merve Gürel, Bo Li, Ce Zhang, Costas J. Spanos, Dawn Song

Proc. VLDB Endow., 2019

Quantitative Overfitting Management for Human-in-the-loop ML Application Development with ease.ml/meter.

Frances Ann Hubis, Wentao Wu, Ce Zhang

CoRR, 2019

Embedding Functions Into Reversible Circuits: A Probabilistic Approach to the Number of Lines.

Niels Gleinig, Frances Ann Hubis, Torsten Hoefler

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

Towards Efficient Data Valuation Based on the Shapley Value.

Ruoxi Jia, David Dao, Boxin Wang, Frances Ann Hubis, Nick Hynes, Nezihe Merve Gürel, Bo Li, Ce Zhang, Dawn Song, Costas J. Spanos

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019