Scholar
Balaji Lakshminarayanan
Google Scholar ID: QYn8RbgAAAAJ
Senior Staff Research Scientist at Google DeepMind
Citations & Impact
Citations
35,436
H-index
46
i10-index
68
Publications
20
Co-authors
20
list available
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- Published multiple papers on zero-shot generalization, improving robustness, detecting and removing input noise, etc.
Research Experience
- Senior Staff Research Scientist and Tech Lead at Google DeepMind; previously Senior Staff Research Scientist at Google Brain and Staff Research Scientist at DeepMind.
Education
- PhD thesis focused on exploring connections between Bayesian methods and decision trees.
Background
- Senior Staff Research Scientist (Tech Lead, Manager), with research interests in scalable, probabilistic machine learning. Recently focused on uncertainty and robustness in deep learning, out-of-distribution robustness of generative models, deep generative models (GANs, normalizing flows, VAEs), and applying probabilistic deep learning ideas to healthcare and Google products.
Miscellany
- Contact: balaji (at) gatsby.ucl.ac.uk or balajiln (at) google.com; Links: Google Scholar, Github, Twitter, LinkedIn
