Janardhan Rao Doppa

Bayesian optimization of nanoporous materials

Aryan Deshwal, Cory M. Simon, Janardhan Rao Doppa · Molecular Systems Design & Engineering · 2021 · 98 citations

Artificial Intelligence, Bayesian Statistic, Engineering +18

Max-value Entropy Search for Multi-Objective Bayesian Optimization

Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa · Neural Information Processing Systems · 2019 · 74 citations

Design Space Exploration, Model Optimization, Large-scale Global Optimization +13

Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization

Syrine Belakaria, Aryan Deshwal, Nitthilan Kannappan Jayakodi et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 69 citations · Full text

Design Space Exploration, Model Optimization, Large-scale Global Optimization +14

Learning-Based Application-Agnostic 3D NoC Design for Heterogeneous Manycore Systems

Biresh Kumar Joardar, Ryan Kim, Janardhan Rao Doppa et al. · IEEE Transactions on Computers · 2018 · 65 citations · Full text

Cluster Computing, Heterogeneous Computing, Engineering +17

Dynamic Resource Management of Heterogeneous Mobile Platforms via Imitation Learning

Sumit K. Mandal, Ganapati Bhat, Chetan Arvind Patil et al. · IEEE Transactions on Very Large Scale Integration (VLSI) Systems · 2019 · 61 citations

Artificial Intelligence, Heterogeneous Computing, Engineering +27