Image

Fred Sala

Chief Scientist, Snorkel AI

Faculty, University of Wisconsin-Madison
ImageImageImageImage

Frederic Sala is Chief Scientist at Snorkel AI and an assistant professor in the Computer Sciences Department at the University of Wisconsin-Madison. His research studies the fundamentals of data-driven systems and machine learning, with a focus on data-centric AI, foundation models, and automated machine learning. He and his group received the 2024 DARPA Young Faculty Award, a best student paper runner-up award at UAI ’22, the outstanding Ph.D. dissertation award from the UCLA Department of Electrical Engineering, the NSF Graduate Research Fellowship.

The latest from Fred Sala

Research

Research Paper
NEW

Learning from Less: Measuring the Effectiveness of RLVR in Low Data and Compute Regimes

Read more
Learn More about Learning from Less: Measuring the Effectiveness of RLVR in Low Data and Compute Regimes
Research Paper

RIFT: A Rubric Failure Mode Taxonomy and Automated Diagnostics

Read more
Learn More about RIFT: A Rubric Failure Mode Taxonomy and Automated Diagnostics
Research Paper

Beyond accuracy: Dissecting mathematical reasoning for LLMs under reinforcement learning

Read more
Learn More about Beyond accuracy: Dissecting mathematical reasoning for LLMs under reinforcement learning
Image

Explore more from our research lab