“Tianyi Luo 2015-08-17”版本间的差异

2015年8月17日 (一) 01:08的最后版本

To summit the final version of EMNLP 2015.
To release the sentence vector of RNN with baidu's corpus about similar questions.
To use the vectors of UV decomposition as the dark knowledge of DNN.
To implement other methods to get latent user and item vectors as the dark knowledge of NN.

Be prepare and make a report to Huilian in 2015-08-13.
Summit the final version of EMNLP 2015 in 2015-08-15.
Conduct uv decomposition(100 iterations and d = 1000. 170 thousand users, 30 thousand items and 20 million ratings) in giant-1, it run 94 hours and did not stop. I think I should thingk about sparse decomposition solution.

To release the sentence vector of RNN with baidu's corpus about similar questions.
To use the vectors of UV decomposition as the dark knowledge of DNN.
To implement other methods to get latent user and item vectors as the dark knowledge of NN.
To thingk about how to modify <<Learning from LDA using Deep Neural Networks>>.

@@ 第7行： / 第7行： @@
 * Be prepare and make a report to Huilian in 2015-08-13.
 * Summit the final version of EMNLP 2015 in 2015-08-15.
-* Conduct uv decomposition(100 iterations and d = 1000. 170 thousand users, 30 thousand items and 20 million ratings) in giant-1,
+* Conduct uv decomposition(100 iterations and d = 1000. 170 thousand users, 30 thousand items and 20 million ratings) in giant-1, it run 94 hours and did not stop. I think I should thingk about sparse decomposition solution.
-it run 94 hours and did not stop. I think I should thingk about sparse decomposition solution.
 === Plan to do next week ===
 * To release the sentence vector of RNN with baidu's corpus about similar questions.