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University of New South Wales
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Closing the gap in multiclass PAC learning reveals that optimal excess risk can be achieved without prior knowledge of oracle risk, fundamentally shifting our understanding of classifier performance.
Watermarks that are intrinsically tied to image semantics can effectively thwart forgery attempts, a breakthrough in the fight against image manipulation.
