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AAAI
2012
12 years 9 days ago
Transportability of Causal Effects: Completeness Results
The study of transportability aims to identify conditions under which causal information learned from experiments can be reused in a different environment where only passive obser...
Elias Bareinboim, Judea Pearl
ICTAI
2006
IEEE
14 years 4 months ago
MI-Winnow: A New Multiple-Instance Learning Algorithm
We present MI-Winnow, a new multiple-instance learning (MIL) algorithm that provides a new technique to convert MIL data into standard supervised data. In MIL each example is a co...
Sharath R. Cholleti, Sally A. Goldman, Rouhollah R...
ISAAC
2007
Springer
109views Algorithms» more  ISAAC 2007»
14 years 4 months ago
Separating Populations with Wide Data: A Spectral Analysis
In this paper, we consider the problem of partitioning a small data sample drawn from a mixture of k product distributions. We are interested in the case that individual features a...
Avrim Blum, Amin Coja-Oghlan, Alan M. Frieze, Shuh...
EUC
2008
Springer
13 years 11 months ago
RT-P2P: A Scalable Real-Time Peer-to-Peer System with Probabilistic Timing Assurances
We present RT-P2P, a real-time peer-to-peer (P2P) system that allows application-level end-to-end timing requirements to be satisfied in P2P systems. P2P systems are fundamentally...
Fei Huang, Binoy Ravindran, E. Douglas Jensen
DIMVA
2008
13 years 11 months ago
FluXOR: Detecting and Monitoring Fast-Flux Service Networks
Botnets are large groups of compromised machines (bots) used by miscreants for the most illegal activities (e.g., sending spam emails, denial-of-service attacks, phishing and other...
Emanuele Passerini, Roberto Paleari, Lorenzo Marti...