Are there any plans to implement a leaky ReLU in the Deep Learning module of H2O? I am a beginner to neural nets, but in the limited amount of model building and parameter tuning, I have found the ReLUs to generalize better, and was wondering if even better performance might be obtained by using leaky ReLUs to avoid the dying ReLU problem.
Are there any plans to implement a leaky ReLU in H2O?
255 views Asked by bio.rf At
1
There are 1 answers
Related Questions in DEEP-LEARNING
- How to set a component published attribute
- using dart route package url got error 404
- Using Document Discovery service on a non-app engine service
- Setting height of bwu-datagrid to dynamic
- use sass transformer in intellij dart
- Get 3D cube from an Obb3
- Send event from parent to child element in polymer.dart
- In the dart:io library, why would one want to set runInShell: true when calling Process.run?
- Can two @published properties have the same name
- dartanalyzer doesn't give a warning for missing implementation from interface
Related Questions in H2O
- How to set a component published attribute
- using dart route package url got error 404
- Using Document Discovery service on a non-app engine service
- Setting height of bwu-datagrid to dynamic
- use sass transformer in intellij dart
- Get 3D cube from an Obb3
- Send event from parent to child element in polymer.dart
- In the dart:io library, why would one want to set runInShell: true when calling Process.run?
- Can two @published properties have the same name
- dartanalyzer doesn't give a warning for missing implementation from interface
Related Questions in ACTIVATION-FUNCTION
- How to set a component published attribute
- using dart route package url got error 404
- Using Document Discovery service on a non-app engine service
- Setting height of bwu-datagrid to dynamic
- use sass transformer in intellij dart
- Get 3D cube from an Obb3
- Send event from parent to child element in polymer.dart
- In the dart:io library, why would one want to set runInShell: true when calling Process.run?
- Can two @published properties have the same name
- dartanalyzer doesn't give a warning for missing implementation from interface
Popular Questions
- How do I undo the most recent local commits in Git?
- How can I remove a specific item from an array in JavaScript?
- How do I delete a Git branch locally and remotely?
- Find all files containing a specific text (string) on Linux?
- How do I revert a Git repository to a previous commit?
- How do I create an HTML button that acts like a link?
- How do I check out a remote Git branch?
- How do I force "git pull" to overwrite local files?
- How do I list all files of a directory?
- How to check whether a string contains a substring in JavaScript?
- How do I redirect to another webpage?
- How can I iterate over rows in a Pandas DataFrame?
- How do I convert a String to an int in Java?
- Does Python have a string 'contains' substring method?
- How do I check if a string contains a specific word?
Popular Tags
Trending Questions
- UIImageView Frame Doesn't Reflect Constraints
- Is it possible to use adb commands to click on a view by finding its ID?
- How to create a new web character symbol recognizable by html/javascript?
- Why isn't my CSS3 animation smooth in Google Chrome (but very smooth on other browsers)?
- Heap Gives Page Fault
- Connect ffmpeg to Visual Studio 2008
- Both Object- and ValueAnimator jumps when Duration is set above API LvL 24
- How to avoid default initialization of objects in std::vector?
- second argument of the command line arguments in a format other than char** argv or char* argv[]
- How to improve efficiency of algorithm which generates next lexicographic permutation?
- Navigating to the another actvity app getting crash in android
- How to read the particular message format in android and store in sqlite database?
- Resetting inventory status after order is cancelled
- Efficiently compute powers of X in SSE/AVX
- Insert into an external database using ajax and php : POST 500 (Internal Server Error)
This is not a direct answer to your question because product roadmap is not really something we can comment on. However, if you are worried about dying ReLU problem in H2O, why don't you use
ExpRectifier, which stands for exponential linear unit (RLU), which does not suffer dying ReLU problem. As a matter of fact, this paper proves that ELU outperforms all ReLU variants. The only drawback is it is more computational heavy as it involves exponent in calculation.