53 search results - page 6 / 11 » Manipulation Robustness of Collaborative Filtering |
CORR
2011
Springer
13 years 3 months ago
2011
Springer
This paper considers the problem of matrix completion, when some number of the columns are arbitrarily corrupted, potentially by a malicious adversary. It is well-known that stand...
CDC
2010
IEEE
13 years 3 months ago
2010
IEEE
Abstract-- This paper develops a switching strategy for networked mobile sensing agents to automatically decide when to perform individual exploration and when to perform cooperati...
ICPR
2000
IEEE
14 years 29 days ago
2000
IEEE
We present a system for learning the 3 DOF finepositioning task of a robot manipulator (Puma 260) using a gripper mounted camera. Small lateral gripper-target misalignments are c...
KDD
2006
ACM
14 years 9 months ago
2006
ACM
Collaborative recommender systems are highly vulnerable to attack. Attackers can use automated means to inject a large number of biased profiles into such a system, resulting in r...
MCS
2010
Springer
13 years 10 months ago
2010
Springer
Abstract. In adversarial classification tasks like spam filtering, intrusion detection in computer networks and biometric authentication, a pattern recognition system must not only...