Publications by Stefan Hadjis
2016
54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016, Monticello, IL, USA, September 2016
@inproceedings{abc,
author = {Ioannis Mitliagkas and Ce Zhang and Stefan Hadjis and Christopher R{\'e}},
booktitle = {54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016, Monticello, IL, USA},
title = {Asynchrony begets momentum, with an application to deep learning.},
url = {http://dx.doi.org/10.1109/ALLERTON.2016.7852343},
year = {2016}
}
ETH Zürich, January 2016
@inproceedings{abc,
author = {Ioannis Mitliagkas and Ce Zhang and Stefan Hadjis and Christopher R{\'e}},
booktitle = {ETH Z{\"u}rich},
title = {Asynchrony begets Momentum, with an Application to Deep Learning},
year = {2016}
}
CoRR, January 2016
@article{abc,
author = {Ioannis Mitliagkas and Ce Zhang and Stefan Hadjis and Christopher R{\'e}},
journal = {CoRR},
title = {Asynchrony begets Momentum, with an Application to Deep Learning.},
url = {http://arxiv.org/abs/1605.09774},
year = {2016}
}
CoRR, January 2016
@article{abc,
author = {Stefan Hadjis and Ce Zhang and Ioannis Mitliagkas and Christopher R{\'e}},
journal = {CoRR},
title = {Omnivore: An Optimizer for Multi-device Deep Learning on CPUs and GPUs.},
url = {http://arxiv.org/abs/1606.04487},
year = {2016}
}
2015
Proceedings of the Fourth Workshop on Data analytics in the Cloud, DanaC 2015, Melbourne, VIC, Australia, May 2015
@inproceedings{abc,
author = {Stefan Hadjis and Firas Abuzaid and Ce Zhang and Christopher R{\'e}},
booktitle = {Proceedings of the Fourth Workshop on Data analytics in the Cloud, DanaC 2015, Melbourne, VIC, Australia},
title = {Caffe con Troll: Shallow Ideas to Speed Up Deep Learning.},
url = {http://doi.acm.org/10.1145/2799562.2799641},
year = {2015}
}
CoRR, January 2015
@article{abc,
author = {Firas Abuzaid and Stefan Hadjis and Ce Zhang and Christopher R{\'e}},
journal = {CoRR},
title = {Caffe con Troll: Shallow Ideas to Speed Up Deep Learning.},
url = {http://arxiv.org/abs/1504.04343},
year = {2015}
}