Towards Efficient Data Valuation Based on the Shapley Value. - Ruoxi Jia 001; David Dao; Boxin Wang; Frances Ann Hubis; Nick Hynes; Nezihe Merve Gürel; Bo Li 026; Ce Zhang 001; Dawn Song; Costas J. Spanos (AISTATS, 2019)

Embedding Functions Into Reversible Circuits: A Probabilistic Approach to the Number of Lines. - Niels Gleinig; Frances Ann Hubis; Torsten Hoefler (DAC, 2019)

Quantitative Overfitting Management for Human-in-the-loop ML Application Development with ease.ml/meter. - Frances Ann Hubis; Wentao Wu 001; Ce Zhang 001 (CoRR, 2019)

Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms. - Ruoxi Jia 001; David Dao; Boxin Wang; Frances Ann Hubis; Nezihe Merve Gürel; Bo Li 026; Ce Zhang 001; Costas J. Spanos; Dawn Song (Proc. VLDB Endow., 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 001; Ce Zhang 001 (Proc. VLDB Endow., 2019)