Search Results for author: Srinivas Aluru

Found 4 papers, 1 papers with code

Fast sequence to graph alignment using the graph wavefront algorithm

1 code implementation27 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.

Cooperative neural networks (CoNN): Exploiting prior independence structure for improved classification

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.

General Classification text-classification +1

A Parallel Algorithm for Exact Bayesian Structure Discovery in Bayesian Networks

no code implementations7 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 $d$.

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