“Dongxu Zhang 2015-08-31”版本间的差异

2015年9月1日 (二) 02:42的版本

Work done in this week

• review papers on bayesian graph, document classification.
• find out some interesting directions.

 (1)A more bayesian prior distribution over neural networks, that we can give constraint on a hidden layer so that the hidden layers follows a guassian distribution with a more reasonable mean value, which may be a direction of AAAI. 

 (2)sequential label learning, which can be a further work with Chaoyuan.

 (3)A new topic model, the code is done, still need to speed up. 

 (4)unbalanced autoencoder, haven't considered in details. 

• Discuss ideas with Tianyi on RS and finally decide a direction, which is a deep UV structure with content knowledge.
• help Chaoyuan do the baseline reproduction.

Plan to do next week

• Compare the performance with and without topic distribution constraint. Try adding constraint on different layers.