Search Results - "Ainsworth, Samuel K"

Perspectives on Policy Learning by Ainsworth, Samuel K

“…Sequential decision making, especially in the face of uncertainty, is a central challenge in our quest to build increasingly safe, capable, and…”
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Git Re-Basin: Merging Models modulo Permutation Symmetries by Ainsworth, Samuel K, Hayase, Jonathan, Srinivasa, Siddhartha

“…The success of deep learning is due in large part to our ability to solve certain massive non-convex optimization problems with relative ease. Though…”
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Disentangled VAE Representations for Multi-Aspect and Missing Data by Ainsworth, Samuel K, Foti, Nicholas J, Fox, Emily B

“…Many problems in machine learning and related application areas are fundamentally variants of conditional modeling and sampling across multi-aspect data,…”
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