4 citations · 6 across the 7 of their papers we have counts for
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math.PR2023
Direct sampling of short paths for contiguous partitioning
Wesley Pegden, Anish Sevekari
In this paper, we provide a family of dynamic programming based algorithms to sample nearly-shortest self avoiding walks between two points of the integer lattice . W…
cs.LG2023
Provable benefits of score matching
Chirag Pabbaraju, Dhruv Rohatgi, Anish Sevekari +3
Score matching is an alternative to maximum likelihood (ML) for estimating a probability distribution parametrized up to a constant of proportionality. By fitting the ''score'' of…
cs.LG2023★ 2 cited
Progressive Ensemble Distillation: Building Ensembles for Efficient Inference
Don Kurian Dennis, Abhishek Shetty, Anish Sevekari +2
We study the problem of progressive ensemble distillation: Given a large, pretrained teacher model , we seek to decompose the model into smaller, low-inference cost student mode…