Deep Kernels with Probabilistic Embeddings for Small-Data Learning

Ankur Mallick, Chaitanya Dwivedi, Bhavya Kailkhura +2

Gaussian Processes (GPs) are known to provide accurate predictions and uncertainty estimates even with small amounts of labeled data by capturing similarity between data points thr…