Efficient Enumeration Algorithms via Circuits

Efficient Enumeration Algorithms via Circuits

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44 minutes
English

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Description

The video discusses a new approach to enumerating query answers using circuits. The speaker explains that traditional methods of query evaluation are inefficient, so they propose using intentional query evaluation instead. This involves compiling queries into tractable classes of circuits like DSDNNF, UBDDs, and others, and then evaluating the circuit to retrieve the answer. The talk covers preliminaries and states the problem formally, followed by a detailed explanation of how this approach can be used for tasks like counting, weighted counting, and probability computation. The speaker also discusses how these results can be applied to enumeration on circuits in general, and how they can be used to improve efficiency. Finally, the video concludes with a summary of the key points covered.

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