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» Machine learning problems from optimization perspective
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ICML
1991
IEEE
15 years 7 months ago
Simulating Stages of Human Cognitive Development With Connectionist Models
The psychological literature on stages of cognitive development was reviewed and found to contain support for the idea that stages represent ordinal, qualitative changes in organi...
Thomas R. Shultz
143
Voted
ICML
2010
IEEE
15 years 4 months ago
Robust Formulations for Handling Uncertainty in Kernel Matrices
We study the problem of uncertainty in the entries of the Kernel matrix, arising in SVM formulation. Using Chance Constraint Programming and a novel large deviation inequality we ...
Sahely Bhadra, Sourangshu Bhattacharya, Chiranjib ...
122
Voted
ENGL
2008
82views more  ENGL 2008»
15 years 3 months ago
Teachers' Views on Conducting Formative Assessment in Chinese Context
- A new system of curriculum evaluation of formative assessment has been established in secondary education system in China for seven years. Attention has been given to teaching an...
Xuefeng Wang
ECCV
2008
Springer
16 years 5 months ago
Feature Correspondence Via Graph Matching: Models and Global Optimization
Abstract. In this paper we present a new approach for establishing correspondences between sparse image features related by an unknown non-rigid mapping and corrupted by clutter an...
Lorenzo Torresani, Vladimir Kolmogorov, Carsten Ro...
NIPS
2007
15 years 4 months ago
The Tradeoffs of Large Scale Learning
This contribution develops a theoretical framework that takes into account the effect of approximate optimization on learning algorithms. The analysis shows distinct tradeoffs for...
Léon Bottou, Olivier Bousquet