%20and%20Inception%20Score%20(IS)%20metrics%20and%20propose%20the%20FID-UCB%20and%20IS-UCB%20algorithms%20leveraging%20the%20upper%20confidence%20bound%20approach%20in%20online%20learning.%20We%20prove%20sub-linear%20regret%20bounds%20for%20these%20algorithms%20and%20present%20numerical%20results%20on%20standard%20image%20datasets%2C%20demonstrating%20their%20effectiveness%20in%20identifying%20the%20score-maximizing%20generative%20model.)
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