Robert Schapire
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| title | conference | date |
|---|---|---|
| Astral Space: Convex Analysis at Infinity | The Role of TCS in Modern Machine Learning | 2026-05-26 |
Defines astral space as a compact extension of R^n that adds points at infinity so every linear functional extends continuously, and proves every convex… | ||
| Convex Analysis at Infinity: An Introduction to Astral Space and Fireside Chat | Unknown Futures of Generalization 2024 | 2024-12-02 |
Constructs a compact extension of R^n called astral space that adds directional limits so every linear map extends continuously, proves any convex f on R^n has… | ||
| Fireside Chat | Unknown Futures of Generalization 2024 | 2024-12-02 |
Explains why boosting drives weights toward infinity yet still generalizes: PAC-style proofs predict overfitting but experiments do not, and margin theory… | ||
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