Frances Ann Hubis

Publication Activity (10 Years)

Years Active: 2019-2019
Publications (10 Years): 7

Top Topics

Computationally Intensive

Data Management

Top Venues

Proc. VLDB Endow.

Publications

Niels Gleinig, Frances Ann Hubis, Torsten Hoefler
Embedding Functions Into Reversible Circuits: A Probabilistic Approach to the Number of Lines. DAC (2019)
Ruoxi Jia, David Dao, Boxin Wang, Frances Ann Hubis, Nick Hynes, Nezihe Merve Gürel, Bo Li, Ce Zhang, Dawn Song, Costas J. Spanos
Towards Efficient Data Valuation Based on the Shapley Value. AISTATS (2019)
Ruoxi Jia, David Dao, Boxin Wang, Frances Ann Hubis, Nick Hynes, Nezihe Merve Gürel, Bo Li, Ce Zhang, Dawn Song, Costas J. Spanos
Towards Efficient Data Valuation Based on the Shapley Value. CoRR (2019)
Ruoxi Jia, David Dao, Boxin Wang, Frances Ann Hubis, Nezihe Merve Gürel, Bo Li, Ce Zhang, Costas J. Spanos, Dawn Song
Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms. Proc. VLDB Endow. 12 (11) (2019)
Cédric Renggli, Frances Ann Hubis, Bojan Karlas, Kevin Schawinski, Wentao Wu, Ce Zhang
Ease.ml/ci and Ease.ml/meter in Action: Towards Data Management for Statistical Generalization. Proc. VLDB Endow. 12 (12) (2019)
Frances Ann Hubis, Wentao Wu, Ce Zhang
Quantitative Overfitting Management for Human-in-the-loop ML Application Development with ease.ml/meter. CoRR (2019)
Ruoxi Jia, David Dao, Boxin Wang, Frances Ann Hubis, Nezihe Merve Gürel, Bo Li, Ce Zhang, Costas J. Spanos, Dawn Song
Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms. CoRR (2019)