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NIPS
2003
13 years 11 months ago
Margin Maximizing Loss Functions
Margin maximizing properties play an important role in the analysis of classi£cation models, such as boosting and support vector machines. Margin maximization is theoretically in...
Saharon Rosset, Ji Zhu, Trevor Hastie
VMCAI
2009
Springer
14 years 4 months ago
Mostly-Functional Behavior in Java Programs
We present a lightweight type-and-effect system for Java programs that features two major innovations over extant object-oriented effects systems: initialization effects, which ...
William C. Benton, Charles N. Fischer
ICRA
2009
IEEE
94views Robotics» more  ICRA 2009»
14 years 4 months ago
Inferring a probability distribution function for the pose of a sensor network using a mobile robot
— In this paper we present an approach for localizing a sensor network augmented with a mobile robot which is capable of providing inter-sensor pose estimates through its odometr...
David Meger, Dimitri Marinakis, Ioannis M. Rekleit...
PDP
2007
IEEE
14 years 4 months ago
Parallel-External Computation of the Cycle Structure of Invertible Cryptographic Functions
We present an algorithm to compute the cycle structure of large directed graphs where each node has exactly one outgoing edge. Such graphs appear as state diagrams of finite stat...
Andreas Beckmann, Jorg Keller
PKDD
2007
Springer
146views Data Mining» more  PKDD 2007»
14 years 4 months ago
A Method for Multi-relational Classification Using Single and Multi-feature Aggregation Functions
This paper presents a novel method for multi-relational classification via an aggregation-based Inductive Logic Programming (ILP) approach. We extend the classical ILP representati...
Richard Frank, Flavia Moser, Martin Ester