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ICML
2009
IEEE
16 years 5 months ago
A convex formulation for learning shared structures from multiple tasks
Multi-task learning (MTL) aims to improve generalization performance by learning multiple related tasks simultaneously. In this paper, we consider the problem of learning shared s...
Jianhui Chen, Lei Tang, Jun Liu, Jieping Ye
ESWS
2008
Springer
15 years 6 months ago
Microsearch: An Interface for Semantic Search
In this paper we discuss the potential for semantic search and focus on the most immediate problem toward its realization: the problem of the sparsity and relatively low quality of...
Peter Mika
ICCVW
1999
Springer
15 years 8 months ago
Direct Recovery of Planar-Parallax from Multiple Frames
In this paper we present an algorithm that estimates dense planar-parallax motion from multiple uncalibrated views of a 3D scene. This generalizes the \plane + parallax" recov...
Michal Irani, P. Anandan, Meir Cohen
ILP
2007
Springer
15 years 10 months ago
A Phase Transition-Based Perspective on Multiple Instance Kernels
: This paper is concerned with relational Support Vector Machines, at the intersection of Support Vector Machines (SVM) and relational learning or Inductive Logic Programming (ILP)...
Romaric Gaudel, Michèle Sebag, Antoine Corn...
MAAMAW
1999
Springer
15 years 8 months ago
Extending Social Reasoning to Cope with Multiple Partner Coalitions
We present a utility-driven rationality and a complementary-driven rationality based model, relative to multiple partner coalitions, motivated by relations of dependence and instru...
Nuno David, Jaime Simão Sichman, Helder Coe...