42 citations · 197 across the 45 of their papers we have counts for
4 papers · 1 filter
ParaLiNGAM: Parallel Causal Structure Learning for Linear non-Gaussian Acyclic Models
Amirhossein Shahbazinia, Saber Salehkaleybar, Matin Hashemi
One of the key objectives in many fields in machine learning is to discover causal relationships among a set of variables from observational data. In linear non-Gaussian acyclic mo…
gIM: GPU Accelerated RIS-based Influence Maximization Algorithm
Soheil Shahrouz, Saber Salehkaleybar, Matin Hashemi
Given a social network modeled as a weighted graph , the influence maximization problem seeks vertices to become initially influenced, to maximize the expected number of inf…
Distributed Voting in Beep Model
Benyamin Ghojogh, Saber Salehkaleybar
We consider the problem of distributed multi-choice voting in a setting that each node can communicate with its neighbors merely by sending beep signals. Given its simplicity, the…
cuPC: CUDA-based Parallel PC Algorithm for Causal Structure Learning on GPU
Behrooz Zarebavani, Foad Jafarinejad, Matin Hashemi +1
The main goal in many fields in the empirical sciences is to discover causal relationships among a set of variables from observational data. PC algorithm is one of the promising so…