Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
Resource on Gaussian Integral and Moments associated with Gaussian Probability Density Function
Published:
I need to review the derivation of joint entropy calculation of variables that follows a Gaussian probability density function, and I came across this amazing piece of writing by Daniel F. Savarese on Gaussian Integrals. (Link to Paper)
preprint
[Under Review]
Published:
This preprint proposes a method to learn reliable rules by regenerating deep features in neural networks.
Recommended citation: Y. Jiang, Z. Xue, and X. Si. (2025). "[Under Review]." Submitted to International Conference on Learning Representations (ICLR).
Download Paper
Active Learning for NANOBODY® Structure Prediction
Published:
This preprint explores an active learning approach for improving NANOBODY® structure prediction using an ensemble of machine learning models.
Recommended citation: Z. Xue, M. Bailey, A. Corrochano-Navarro, S. Li, Q. Yu, A. Gupta, Z. Bar-Joseph, and S. Jager. (2025). "Active Learning for NANOBODY® Structure Prediction." Submitted to Research in Computational Biology (RECOMB).
Download Paper