37 citations · 84 across the 3 of their papers we have counts for
3 papers
cs.IT2007★ 11 cited
Secrecy Capacity Region of a Multi-Antenna Gaussian Broadcast Channel with Confidential Messages
Ruoheng Liu, H. Vincent Poor
In wireless data networks, communication is particularly susceptible to eavesdropping due to its broadcast nature. Security and privacy systems have become critical for wireless pr…
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.IT2005★ 36 cited
Consistency in Models for Distributed Learning under Communication Constraints
Joel B. Predd, Sanjeev R. Kulkarni, H. Vincent Poor
Motivated by sensor networks and other distributed settings, several models for distributed learning are presented. The models differ from classical works in statistical pattern re…