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ValidationFreeandReplicationRobust Volume-basedDataValuation

Neural Information Processing Systems

However, a validation set may not always be available in practice [35]. Also, as different choices ofthe validation set can lead todifferent data valuations, itischallenging for the data providers to agree on the choice ofsuch avalidation set [35].