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Yitong Yin

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titleconferencedate
Dynamic inference in probabilistic graphical modelsITCS 20212021-01-06
Presents an algorithm that updates samples and estimates after small edits to a graphical model with cost roughly proportional to the edit size rather than…
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Counting with Bounded TreewidthThe Classification Program of Counting Complexity2016-03-28
Claim: for Holant instances defined by symmetric signatures whose pinning profiles have at most R distinct outcomes the partition function is computable by a…
Talk
Decay of Correlations in Spin SystemsCounting Complexity and Phase Transitions Boot Camp2016-01-26
Shows that the algorithmic phase transition aligns with the uniqueness threshold on the infinite (d+1)-regular tree and gives a concrete route to algorithms…
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