Feras A. Saad
2 indexed papers
Recent (6 mo)
2With code
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226
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Complexity×1Algorithms×1Info Theory×1Probability×1Prog. Lang.×1ML×1
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Research Timeline
2026
GradInf: Gradient Estimation as Probabilistic Inference
This paper introduces gradient inference, a new approach to developing sound and efficient gradient estimators for probabilistic programs by reducing gradient estimation to a related probabilistic inference problem.
Space-Entropy Lower Bounds for Random Sampling
This paper proves space lower bounds for entropy-efficient random sampling using i.i.d. uniform bits.
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