Rakesh Sarma

According to our database, Rakesh Sarma authored at least 6 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Distributed hybrid quantum-classical performance prediction for hyperparameter optimization.

Eric Wulff, Juan Pablo García Amboage, Marcel Aach, Thorsteinn Eli Gislason, Thorsteinn Kristinn Ingolfsson, Tomas Kristinn Ingolfsson, Edoardo Pasetto, Amer Delilbasic, Morris Riedel, Rakesh Sarma, Maria Girone, Andreas Lintermann

Quantum Mach. Intell., December, 2024

On the choice of physical constraints in artificial neural networks for predicting flow fields.

Rishabh Puri, Junya Onishi, Mario Rüttgers, Rakesh Sarma, Makoto Tsubokura, Andreas Lintermann

Future Gener. Comput. Syst., 2024

2023

Large scale performance analysis of distributed deep learning frameworks for convolutional neural networks.

Marcel Aach, Eray Inanc, Rakesh Sarma, Morris Riedel, Andreas Lintermann

J. Big Data, December, 2023

Short Paper: Accelerating Hyperparameter Optimization Algorithms with Mixed Precision.

Marcel Aach, Rakesh Sarma, Eray Inanc, Morris Riedel, Andreas Lintermann

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Optimal Resource Allocation for Early Stopping-based Neural Architecture Search Methods.

Marcel Aach, Eray Inanc, Rakesh Sarma, Morris Riedel, Andreas Lintermann

Proceedings of the International Conference on Automated Machine Learning, 2023

2015

Multiple Feature Extraction of Electroencephalograph Signal for Motor Imagery Classification through Bispectral Analysis.

Bitopan Das, Mridusmita Talukdar, Rakesh Sarma, Shyamanta M. Hazarika

Proceedings of the Proceeding of the Seventh International Conference on Intelligent Human Computer Interaction, 2015