🎥: Ben Callahann
🎥: Ben Callahann
John Wright (Berkeley)
"How to Locate Unentanglement"
10am PT
Panel: Stephen Jordan (Google), Robert Huang (Caltech), U. Vazirani (Berkeley, mod.)
11am
Info: simons.berkeley.edu/programs-eve...
Zoom: berkeley.zoom.us/j/97697182729
#SimonsQuantum
John Wright (Berkeley)
"How to Locate Unentanglement"
10am PT
Panel: Stephen Jordan (Google), Robert Huang (Caltech), U. Vazirani (Berkeley, mod.)
11am
Info: simons.berkeley.edu/programs-eve...
Zoom: berkeley.zoom.us/j/97697182729
#SimonsQuantum
Our method, Perfect Erasure Functions (PEF), erases concepts perfectly from LLM representations. We analytically derive PEF w/o parameter estimation. PEFs achieve pareto optimal erasure-utility tradeoff backed w/ theoretical guarantees. #AISTATS2025 🧵
Our method, Perfect Erasure Functions (PEF), erases concepts perfectly from LLM representations. We analytically derive PEF w/o parameter estimation. PEFs achieve pareto optimal erasure-utility tradeoff backed w/ theoretical guarantees. #AISTATS2025 🧵
Key observation: "Much more than counting, something that unifies mathematics is the quest for symmetries."
www.youtube.com/watch?v=ruXH...
Key observation: "Much more than counting, something that unifies mathematics is the quest for symmetries."
www.youtube.com/watch?v=ruXH...