Daniel Keren's Recent Publications
Lightweight Monitoring of Distributed Streams.
A. Lazerson, D. Keren, A. Schuster.
ACM TODS 2018, to appear.
Scalable Approximate Query Tracking over Highly Distributed Data Streams
with Tunable Accuracy Guarantees
N. Giatrakos , A. Deligiannakis , M. Garofalakis , D. Keren , V. Samoladas.
Information Systems 2018, to appear.
Anarchists, Unite:
Practical Entropy Approximation for Distributed Streams
M. Gabel, D. Keren, A. Schuster. KDD 2017.
One for All and All for One: Simultaneous Approximation of Multiple
Functions over
Distributed Streams
A. Lazerson, M. Gabel, D. Keren, A. Schuster. DEBS 2017.
Monitoring Properties of Large, Distributed, Dynamic Graphs
G. Yehuda, D. Keren, I. Akaria. IPDPS 2017.
Lightweight Monitoring of Distributed Streams
A. Lazerson, D. Keren, A. Schuster. KDD 2016.
Recognition Using Hybrid Classifiers
M. Osadchy, D. Keren, D. Raviv. IEEE Transactions on Pattern Analysis
and
Machine Intelligence, to appear, 2016.
Monitoring Distributed Streams using
Convex Decompositions
A. Lazerson, I. Sharfman, D. Keren, A. Schuster,
M. Garofalakis, V. Samoladas. VLDB 2015.
Monitoring Least Squares Models of Distributed Streams
M. Gabel, D. Keren, A. Schuster. KDD 2015.
K-hyperplane Hinge-Minimax Classifier.
M. Osadchy, T. Hazan, D. Keren. ICML 2015.