3643 search results - page 113 / 729 » Learning Submodular Functions |
108
Voted
ICDM
2007
IEEE
15 years 8 months ago
2007
IEEE
We address a new learning problem where the goal is to build a predictive model that minimizes prediction time (the time taken to make a prediction) subject to a constraint on mod...
128
Voted
PKDD
2007
Springer
15 years 8 months ago
2007
Springer
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...
AAAI
2008
15 years 4 months ago
2008
We consider the following setting: a decision maker must make a decision based on reported data points with binary labels. Subsets of data points are controlled by different selfi...
132
Voted
ICONIP
2010
14 years 12 months ago
2010
Abstract. We investigated the network topology organized through spike-timingdependent plasticity (STDP) using pair- and triad-connectivity patterns, considering di erence of excit...
156
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TNN
2010
14 years 9 months ago
2010
Finite mixture model is a powerful tool in many statistical learning problems. In this paper, we propose a general, structure-preserving approach to reduce its model complexity, w...