Hi! I am an Associate Professor of Biomedical Data Science and, by courtesy, of Computer Science and Electrical Engineering at Stanford University.I work on making machine learning more reliable, human-compatible and statistically rigorous, and am especially interested in applications in human disease and health.Several of our algorithms are widely used in tech …

James Zou, Judy Gichoya, Daniel Ho, Ziad Obermeyer. Science (2023). A deep learning-based electrocardiogram risk score for long term cardiovascular death and disease.

Data limitation is the biggest challenge in applying ML. We have developed Data Shapley to quantify which data is more or less valuable, and to amplify the more useful data (e.g. ICML'19, AISTATS'21, AISTATS'22).We are also working on methods to audit and clean datasets (Nature MI'22) and data scaling laws (ICML'24).

Recent classes at Stanford CS 472 Data science and AI for COVID-19. (website)CS 273B Deep learning in genomics and bio-medicine.(CS 320 Value of data and AI.

I'm very fortunate to work with many amazing students and researchers. We are always looking for talented folks to join us. Feel free to contact me if you are interested to learn more about our research!

I enjoy writing and journalism, and have been a columnist for The Budapest Sun and The Chronicle.I have also been fortunate to serve as the president of the Harvard Graduate Dormitory Council, where I learned to bbq for hundreds of hungry students.When not asleep, I slowly completed 5 marathons: Berlin, Atlanta, Lake Balaton, Budapest and Philadelphia.

2019年12月25日 · Create a blog post subtitle that summarizes your post in a few short, punchy sentences and entices your audience to continue reading.Welcome to your blog post. Use this space to connect with your readers and potential customers in a way that’s current and interesting. Think of it as an ongoing conversation where you can share updates about …

2019年12月25日 · Create a blog post subtitle that summarizes your post in a few short, punchy sentences and entices your audience to continue reading.Welcome to your blog post. Use this space to connect with your readers and potential customers in a way that’s current and interesting. Think of it as an ongoing conversation where you can share updates about …

Talks/classes. Fun. More

2019年12月25日 · Create a blog post subtitle that summarizes your post in a few short, punchy sentences and entices your audience to continue reading.Welcome to your blog post. Use this space to connect with your readers and potential customers in a way that’s current and interesting. Think of it as an ongoing conversation where you can share updates about …