On Adam Trained Models and a Parallel Method to Improve the Generalization Performance
- Guojing Cong
- Luca Buratti
- 2018
- MLHPC 2018
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55 results for Guojing Cong
On the convergence properties of a k-step averaging stochastic gradient descent algorithm for nonconvex optimization
- Fan Zhou
- Guojing Cong
- 2018
- IJCAI 2018
A hierarchical, bulk-synchronous stochastic gradient descent algorithm for deep-learning applications on GPU clusters
- Guojing Cong
- Onkar Bhardwaj
- 2017
- ICMLA 2017
Accelerating deep neural network learning for speech recognition on a cluster of GPUs
- Guojing Cong
- Brian Kingsbury
- et al.
- 2017
- MLHPC 2017
An Efficient, Distributed Stochastic Gradient Descent Algorithm for Deep-Learning Applications
- Guojing Cong
- Onkar Bhardwaj
- et al.
- 2017
- ICPP 2017
Practical efficiency of asynchronous stochastic gradient descent
- Onkar Bhardwaj
- Guojing Cong
- 2016
- MLHPC 2016
Composable Locality Optimizations for Accelerating Parallel Forest Computations
- Guojing Cong
- Ilie G. Tanase
- 2016
- HPCC/SmartCity/DSS 2016
Memory centric computation (Mc2) for large-scale graph processing
- Kattamuri Ekanadham
- Guojing Cong
- 2015
- SBAC-PAD 2015
Parallelism-Centric optimization and performance study of a finance aggregation engine on modern NUMA systems
- Guojing Cong
- Sophia Wen
- et al.
- 2015
- WHPCF 2015
Parallel Strategies for Solving Large Unit Commitment Problems in the California ISO Planning Model
- Guojing Cong
- Carol Meyers
- et al.
- 2015
- IPDPS 2015