Toni Karvonen

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Red-Teaming & Adversarial Robustness (1)Scalable Oversight & Alignment Theory (1)

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Aug 27, 2026

Toni Karvonen +13w ago

Why not to use the Gaussian kernel

The Gaussian kernel's smoothness can lead to catastrophic overconfidence in predictive uncertainty, making it a risky default choice for regression tasks.

Toni Karvonen, C. Oates

Red-Teaming & Adversarial Robustness Scalable Oversight & Alignment Theory

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Toni Karvonen

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)