Research & Publications¶
2020¶
Maulik, Romit, et al. “Recurrent neural network architecture search for geophysical emulation.” SC20: International Conference for High Performance Computing, Networking, Storage and Analysis. IEEE, 2020.
Jiang, Shengli, and Prasanna Balaprakash. “Graph Neural Network Architecture Search for Molecular Property Prediction.” 2020 IEEE International Conference on Big Data (Big Data). IEEE, 2020.
2019¶
Balaprakash, Prasanna, et al. “Scalable reinforcement-learning-based neural architecture search for cancer deep learning research.” Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis. 2019.
2018¶
Balaprakash, Prasanna, et al. “DeepHyper: Asynchronous hyperparameter search for deep neural networks.” 2018 IEEE 25th international conference on high performance computing (HiPC). IEEE, 2018.