Romain Egele

AgEBO-Tabular: Joint Neural Architecture and Hyperparameter Search with Autotuned Data-Parallel Training for Tabular Data pdf

Prasanna Balaprakash, Venkatram Vishwanath, Isabelle Guyon, 2020, ArXiv.

Recurrent Neural Network Architecture Search for Geophysical Emulation

Prasanna Balaprakash, Romit Maulik, Romain Egele, 2020, SC20: International Conference for High Performance Computing, Networking, Storage and Analysis.

Scalable reinforcement-learning-based neural architecture search for cancer deep learning research

Fangfang Xia, Prasanna Balaprakash, Venkatram Vishwanath, 2019, SC.

AutoDEUQ: Automated Deep Ensemble with Uncertainty Quantification pdf

Prasanna Balaprakash, Romit Maulik, Romain Egele, 2021, ArXiv.

AgEBO-Tabular: Joint Neural Architecture and Hyperparameter Search with Autotuned Data-Parallel Training for Tabular Data

Isabelle Guyon, Prasanna Balaprakash, Venkatram Vishwanath, 2020, SC21: International Conference for High Performance Computing, Networking, Storage and Analysis.