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continuous relaxation 1drug discovery 1neural set functions 1recommendation systems 1submodular optimization 1variational inference 1

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1 paper

cs.LG2026

Advancing Optimal Subset Oracle via Learning Relaxation of Neural Set Functions

Yongquan Shi, Zijing Ou, Shiping Wang +1

The paper proposes a continuous relaxation of neural set functions that replaces Monte‑Carlo gradient estimation in optimal subset oracle training with a learned surrogate objectiv…