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quant-ph 1

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2025 1

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Quantum Learning with Tunable Loss Functions

quant-ph · 2025-08-29 · reject · novelty 5.0

Proposes QTERM for quantum process learning, but the proof rests on an incorrect equality E[e^{γY}] = e^{γE[Y]} for measurement bits, invalidating the sample complexity and PAC claims.

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  • Quantum Learning with Tunable Loss Functions quant-ph · 2025-08-29 · reject · none · ref 2

    Proposes QTERM for quantum process learning, but the proof rests on an incorrect equality E[e^{γY}] = e^{γE[Y]} for measurement bits, invalidating the sample complexity and PAC claims.