On Herding and the Perceptron Cycling Theorem

By A. Gelfand, Yutian Chen, L. V. D. van der Maaten, Max Welling. 2010

22 citations recorded by the source corpus.

Subfields: Optimization & Training, Statistical Learning Theory

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Optimization & Training

1. Yoshua Bengio
2. Razvan Pascanu
3. Max Welling
4. Hugo Larochelle
5. Frank Hutter
6. Kyunghyun Cho
7. Pascal Vincent
8. Aaron C. Courville

In Statistical Learning Theory

1. Hugo Larochelle
2. Max Welling
3. Yoshua Bengio
4. Lawrence K. Saul
5. L. V. D. van der Maaten
6. Razvan Pascanu
7. Michael I. Mandel
8. Francis R. Bach

Citations in the corpus

• Learning Algorithms for the Classification Restricted Boltzmann Machine (2012, methodology): “Gelfand et al. (2010) explored a different way of using the ClassRBM energy function to perform classification, using a conditional herding learning algorithm.”
• Hidden-Unit Conditional Random Fields (2011, methodology): “The hidden unit states z * 1,...,T can be computed in closed form (Gelfand et al., 2010 ), viz.”