We advance statistical AI for context-aware healthcare.
Madison, WI
Joined October 2024
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Adaptive Inference Lab @ UW-Madison retweeted
I'm excited to help organize the Midwest Machine Learning Symposium (MMLS) 2026, which will happen at Purdue University this summer!
📍 West Lafayette, IN
📅 June 24–25, 2026
📌 *Poster submission deadline: May 24*
🔗 midwest-ml.org/2026/
We have a great lineup of plenary speakers: Tong Zhang (UIUC), Jennifer Neville (Purdue), Mohit Bansal (UNC), and Joyce Chai (Umich).
Adaptive Inference Lab @ UW-Madison retweeted
Recently, we used contextualized.ml/ to go beyond physical limits in biology and medicine, inferring n-of-1 models for 7997 of patients and generating models of unseen diseases on-demand. This hints at how to develop accurate and personalized biological simulators like AIDO.
1/ How can we model each tumor’s unique biology instead of relying on one-size-fits-all approaches?
In our latest blog post, we highlight findings from the recent PNAS paper with GenBio AI Research Scientist @probablybots and Co-Founder and Chief Scientist @ericxing, showing how contextualized networks pave the way for an interactome module in AIDO.
Adaptive Inference Lab @ UW-Madison retweeted
If you're interested in using or developing contextualized models, reach out to myself or @ben_lengerich. Ben just started his new lab at UW Madison focusing on language as context and LLMs, and I'm working on multi-modal bio contexts and bio FMs with @genbioai.
Adaptive Inference Lab @ UW-Madison retweeted
Enjoyed this conversation about AI in medicine—grateful for the chance to share ideas about how understanding AI systems can help us build better, more effective healthcare tools.
Assistant Professor @ben_lengerich is a leading researcher at the intersection of AI and medicine. He recently sat down for a fascinating Q&A about his career path, what it means to make AI "interpretable", and the future of AI in medicine.
Read more: 🔗 ow.ly/ohZN50VlxI9
Adaptive Inference Lab @ UW-Madison retweeted
🚀I’m excited to share that we’re launching OpenContext, a new Slack group growing out of the ContextualizedML project! What started as a simple open-source repo (led by @probablybots) has blossomed into a community of developers and researchers united by an interest in context-adaptive statistical modeling. DM me or @probablybots for an invite to the Slack group.
Our first initiative is an open, collaborative review paper on Context-Adaptive Inference. This paper will offer a perspective on some timely questions in statistical learning like how foundation models can be used as context. We're looking to include insights from across disciplines, so please join us. If you’re interested in contributing or just staying updated, get involved directly on Github:
github.com/LengerichLab/cont…
Adaptive Inference Lab @ UW-Madison retweeted
Let's go!
Thank you, WARF! UW–Madison RISE-AI gets $15 million boost from the Wisconsin Alumni Research Foundation news.wisc.edu/rise-ai-gets-1…
Adaptive Inference Lab @ UW-Madison retweeted
Join us!
As part of the @uwmadison RISE AI Initiative, we are seeking candidates for tenure-track assistant professor positions in the area of statistics, including statistical theory and method innovations that underlie AI systems.
More details and application: ow.ly/3JG850TZyc1
