Dongxu Zhang 2015-08-31
来自cslt Wiki
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.