← Search

Haoting Zhang

2 accepted papers

2023

Contextual Gaussian Process Bandits with Neural Networks

NeurIPS 2023poster

Contextual decision-making problems have witnessed extensive applications in various fields such as online content recommendation, personalized healthcare, and autonomous vehicles, where a core practical challenge is to select a suitable surrogate model for capturing unknown complicated reward funct…

Cited by 3SourcePDFScholar
2021

Multi-Facet Clustering Variational Autoencoders

NeurIPS 2021poster

Work in deep clustering focuses on finding a single partition of data. However, high-dimensional data, such as images, typically feature multiple interesting characteristics one could cluster over. For example, images of objects against a background could be clustered over the shape of the object an…