5 citations · 14 across the 12 of their papers we have counts for
Showing stat.MLShow all
2 papers · 1 filter
stat.ML2024
Learning Mixtures of Unknown Causal Interventions
Abhinav Kumar, Kirankumar Shiragur, Caroline Uhler
The ability to conduct interventions plays a pivotal role in learning causal relationships among variables, thus facilitating applications across diverse scientific disciplines suc…
stat.ML2022
On the Efficient Implementation of High Accuracy Optimality of Profile Maximum Likelihood
Moses Charikar, Zhihao Jiang, Kirankumar Shiragur +1
We provide an efficient unified plug-in approach for estimating symmetric properties of distributions given independent samples. Our estimator is based on profile-maximum-likel…