Nived Rajaraman

Spectral Regularization Allows Data-frugal Learning over Combinatorial Spaces

2022 · arXiv (Cornell University)

Data-driven machine learning models are being increasingly employed in several important inference problems in biology, chemistry, and physics which require learning over combinatorial spaces. Recent empirical evidence (see, e.g., [1], [2], [3]) suggests that regularizing …