2.5k citations · 3.6k across the 46 of their papers we have counts for
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math.ST2017★ 2 cited
Robust estimation of mixing measures in finite mixture models
Nhat Ho, XuanLong Nguyen, Ya'acov Ritov
In finite mixture models, apart from underlying mixing measure, true kernel density function of each subpopulation in the data is, in many scenarios, unknown. Perhaps the most popu…
stat.ML2017★ 20 cited
On conditional parity as a notion of non-discrimination in machine learning
Ya'acov Ritov, Yuekai Sun, Ruofei Zhao
We identify conditional parity as a general notion of non-discrimination in machine learning. In fact, several recently proposed notions of non-discrimination, including a few coun…
stat.AP2017
The utility of a Bayesian analysis of complex models and the study of archeological C data
Ya'acov Ritov
The paper presents a critical introduction to the complex statistical models used in C dating. The emphasis is on the estimation of the transit time between a sequence of…