DriftXpress

DriftXpress improves the training-inference trade-off by targeting field estimation instead of the generator or objective. DriftXpress replaces exact attraction with a low-rank Nyström projection based on fixed landmarks. DriftXpress keeps…

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DriftXpress improves the training-inference trade-off by targeting field estimation instead of the generator or objective. DriftXpress replaces exact attraction with a low-rank Nyström projection based on fixed landmarks. DriftXpress keeps repulsion exact because it cannot be precomputed and supports local diversity. DriftXpress reduces drifting-model training cost while retaining one-step inference.