# Tolga Ergen

According to our database

Collaborative distances:

^{1}, Tolga Ergen authored at least 21 papers between 2017 and 2020.Collaborative distances:

## Timeline

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Book In proceedings Article PhD thesis Other## Links

#### On csauthors.net:

## Bibliography

2020

IEEE Trans. Neural Networks Learn. Syst., 2020

IEEE Trans. Neural Networks Learn. Syst., 2020

Digit. Signal Process., 2020

Vector-output ReLU Neural Network Problems are Copositive Programs: Convex Analysis of Two Layer Networks and Polynomial-time Algorithms.

CoRR, 2020

Training Convolutional ReLU Neural Networks in Polynomial Time: Exact Convex Optimization Formulations.

CoRR, 2020

CoRR, 2020

CoRR, 2020

Neural Networks are Convex Regularizers: Exact Polynomial-time Convex Optimization Formulations for Two-layer Networks.

Proceedings of the 37th International Conference on Machine Learning, 2020

Convex Geometry of Two-Layer ReLU Networks: Implicit Autoencoding and Interpretable Models.

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Team-optimal online estimation of dynamic parameters over distributed tree networks.

Signal Process., 2019

Proceedings of the 57th Annual Allerton Conference on Communication, 2019

2018

Online Training of LSTM Networks in Distributed Systems for Variable Length Data Sequences.

IEEE Trans. Neural Networks Learn. Syst., 2018

IEEE Trans. Neural Networks Learn. Syst., 2018

Recurrent neural networks based online learning algorithms for distributed systems.

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

2017

CoRR, 2017

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017