Enric Boix
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| title | conference | date |
|---|---|---|
| Distilling models using the linear representation hypothesis | Meet the Fellows Welcome Event Fall 2024 | 2024-09-03 |
Claim: neural nets that implicitly encode decision trees via the linear representation hypothesis admit extraction. Method: run many linear probes (ordinary… | ||
| Learning Staircases | Deep Learning Theory Symposium 2021 | 2021-12-03 |
Claim: certain nested “staircase” Boolean functions with growing degree are not kernel learnable (NTK/random features require ~D^K samples/features) but are… | ||
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