1 code implementation • 27 Jun 2022 • Haowen Zhang, Shiqi Wu, Srinivas Aluru, Heng Li
Motivation: A pan-genome graph represents a collection of genomes and encodes sequence variations between them.
no code implementations • NeurIPS 2018 • Harsh Shrivastava, Eugene Bart, Bob Price, Hanjun Dai, Bo Dai, Srinivas Aluru
We propose a new approach, called cooperative neural networks (CoNN), which uses a set of cooperatively trained neural networks to capture latent representations that exploit prior given independence structure.
no code implementations • 12 Apr 2017 • Yongchao Liu, Tony Pan, Oded Green, Srinivas Aluru
Pairwise association measure is an important operation in data analytics.
no code implementations • 7 Aug 2014 • Yetian Chen, Jin Tian, Olga Nikolova, Srinivas Aluru
Using dynamic programming (DP), the fastest known sequential algorithm computes the exact posterior probabilities of structural features in $O(2(d+1)n2^n)$ time and space, if the number of nodes (variables) in the Bayesian network is $n$ and the in-degree (the number of parents) per node is bounded by a constant $d$.