van der Schaar Lab

Publications

The van der Schaar Lab regularly publishes papers at the top conferences in AI and machine learning (AISTATS, ICML, ICLR, and NeurIPS), and in leading journals.

How to use this page

You can use the table below to filter our publications by a range of categories, including author, year, conference, and research area. You can also use the search bar for custom queries—for example, to look up papers whose titles or abstracts include specific terms like “counterfactual,” or papers published in a certain journal, or even specific DOIs.

Clicking on a paper will show you relevant information, including the paper’s abstract and a URL to the paper’s published location (note: very recent papers may have been accepted for publication but may not yet be available online).

By default, the table below displays all of our published papers. Selecting the Top conferences tab will show you all of our papers published at AISTATS, ICLR, ICML, and NeurIPS.

If you want to share a URL linking to a specific type or group of papers (for example, papers on AutoML or papers from 2018), please see the Shareable URLs section.