37 citations · 92 across the 15 of their papers we have counts for
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cs.AI2014★ 1 cited
Multi-Context Models for Reasoning under Partial Knowledge: Generative Process and Inference Grammar
Ardavan Salehi Nobandegani, Ioannis N. Psaromiligkos
Arriving at the complete probabilistic knowledge of a domain, i.e., learning how all variables interact, is indeed a demanding task. In reality, settings often arise for which an i…
math.OC2014
In-Network Linear Regression with Arbitrarily Split Data Matrices
François D. Côté, Ioannis N. Psaromiligkos, Warren J. Gross
In this paper, we address the problem of how a network of agents can collaboratively fit a linear model when each agent only ever has an arbitrary summand of the regression data. T…