22 citations · 128 across the 29 of their papers we have counts for
3 papers · 1 filter
Learning a manifold from a teacher's demonstrations
Pei Wang, Arash Givchi, Patrick Shafto
We consider the problem of learning a manifold from a teacher's demonstration. Extending existing approaches of learning from randomly sampled data points, we consider contexts whe…
A mathematical theory of cooperative communication
Pei Wang, Junqi Wang, Pushpi Paranamana +1
Cooperative communication plays a central role in theories of human cognition, language, development, culture, and human-robot interaction. Prior models of cooperative communicatio…
Interpretable deep Gaussian processes with moments
Chi-Ken Lu, Scott Cheng-Hsin Yang, Xiaoran Hao +1
Deep Gaussian Processes (DGPs) combine the expressiveness of Deep Neural Networks (DNNs) with quantified uncertainty of Gaussian Processes (GPs). Expressive power and intractable i…