Abstract We address the question of efficient implementation quantum protocols, with small communication and entanglement, short depth circuit for encoding or decoding. introduce two methods this; first constructs a resource-efficient convex-split lemma second adapts technique classical correlated sampling in computer science literature. These lead to following consequences one-shot information...