Kenji Kawaguchi

According to our database1, Kenji Kawaguchi authored at least 19 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

On csauthors.net:

Bibliography

2018
Depth with Nonlinearity Creates No Bad Local Minima in ResNets.
CoRR, 2018

Generalization in Machine Learning via Analytical Learning Theory.
CoRR, 2018

Theory of Deep Learning III: explaining the non-overfitting puzzle.
CoRR, 2018

Deep Semi-Random Features for Nonlinear Function Approximation.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Generalization in Deep Learning.
CoRR, 2017

Depth Creates No Bad Local Minima.
CoRR, 2017

Deep Semi-Random Features for Nonlinear Function Approximation.
CoRR, 2017

2016
Global Continuous Optimization with Error Bound and Fast Convergence.
J. Artif. Intell. Res., 2016

Streaming Normalization: Towards Simpler and More Biologically-plausible Normalizations for Online and Recurrent Learning.
CoRR, 2016

Global Continuous Optimization with Error Bound and Fast Convergence.
CoRR, 2016

Bayesian Optimization with Exponential Convergence.
CoRR, 2016

Deep Learning without Poor Local Minima.
CoRR, 2016

Bounded Optimal Exploration in MDP.
CoRR, 2016

Deep Learning without Poor Local Minima.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Bounded Optimal Exploration in MDP.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Application of Bayesian nonparametric models to the uncertainty and sensitivity analysis of source term in a BWR severe accident.
Rel. Eng. & Sys. Safety, 2015

Bayesian Optimization with Exponential Convergence.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2013
A Greedy Approximation of Bayesian Reinforcement Learning with Probably Optimistic Transition Model
CoRR, 2013

Prior-Free Exploration Bonus for and beyond Near Bayes-Optimal Behavior.
Proceedings of the IJCAI 2013, 2013


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