no code implementations • 22 Dec 2022 • Gursimran Singh, Chendi Wang, Ahnaf Tazwar, Lanjun Wang, Yong Zhang
Data trading is essential to accelerate the development of data-driven machine learning pipelines.
no code implementations • 12 Jul 2022 • Mohit Bajaj, Lingyang Chu, Vittorio Romaniello, Gursimran Singh, Jian Pei, Zirui Zhou, Lanjun Wang, Yong Zhang
The key idea is to find solid evidence in the form of a group of data instances discriminated most by the model.
no code implementations • 15 Dec 2021 • Gursimran Singh, Lingyang Chu, Lanjun Wang, Jian Pei, Qi Tian, Yong Zhang
In the real world, the frequency of occurrence of objects is naturally skewed forming long-tail class distributions, which results in poor performance on the statistically rare classes.