You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
It is becoming popular to preinitialize matrices, especially projection matrices and MLP matrices) with identity. Recommended e.g. by the Maluuba guys in "A Parallel-Hierarchical Model for Machine Comprehension on Sparse Data".
Another part of this is taking a more serious look at relu again as a transfer function - of course with tanh() the identity will be a bit skewed even though repeated tanh() near zero doesn't have a big effect.
The text was updated successfully, but these errors were encountered:
It is becoming popular to preinitialize matrices, especially projection matrices and MLP matrices) with identity. Recommended e.g. by the Maluuba guys in "A Parallel-Hierarchical Model for Machine Comprehension on Sparse Data".
Another part of this is taking a more serious look at relu again as a transfer function - of course with tanh() the identity will be a bit skewed even though repeated tanh() near zero doesn't have a big effect.
The text was updated successfully, but these errors were encountered: