380 citations · 628 across the 6 of their papers we have counts for
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cs.LG2006★ 37 cited
Distributed Kernel Regression: An Algorithm for Training Collaboratively
Joel B. Predd, Sanjeev R. Kulkarni, H. Vincent Poor
This paper addresses the problem of distributed learning under communication constraints, motivated by distributed signal processing in wireless sensor networks and data mining wit…
cs.AI2006★ 3 cited
Scalable Algorithms for Aggregating Disparate Forecasts of Probability
Joel B. Predd, Sanjeev R. Kulkarni, Daniel N. Osherson +1
In this paper, computational aspects of the panel aggregation problem are addressed. Motivated primarily by applications of risk assessment, an algorithm is developed for aggregati…