Stanislaw K. Jastrzebski

According to our database1, Stanislaw K. Jastrzebski authored at least 14 papers between 2013 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Homepages:

On csauthors.net:

Bibliography

2018
Dynamical Isometry is Achieved in Residual Networks in a Universal Way for any Activation Function.
CoRR, 2018

DNN's Sharpest Directions Along the SGD Trajectory.
CoRR, 2018

Cramer-Wold AutoEncoder.
CoRR, 2018

Commonsense mining as knowledge base completion? A study on the impact of novelty.
CoRR, 2018

Width of Minima Reached by Stochastic Gradient Descent is Influenced by Learning Rate to Batch Size Ratio.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

2017
Three Factors Influencing Minima in SGD.
CoRR, 2017

Residual Connections Encourage Iterative Inference.
CoRR, 2017

How to evaluate word embeddings? On importance of data efficiency and simple supervised tasks.
CoRR, 2017

Learning to Compute Word Embeddings On the Fly.
CoRR, 2017

A Closer Look at Memorization in Deep Networks.
CoRR, 2017

A Closer Look at Memorization in Deep Networks.
Proceedings of the 34th International Conference on Machine Learning, 2017

2016
Osprey: Hyperparameter Optimization for Machine Learning.
J. Open Source Software, 2016

Learning to SMILE(S).
CoRR, 2016

2013
Density Invariant Detection of Osteoporosis Using Growing Neural Gas.
Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013


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