Uncertainty-aware search framework for multi-objective Bayesian optimization S Belakaria, A Deshwal, NK Jayakodi, JR Doppa Proceedings of the AAAI Conference on Artificial Intelligence 34 (06), 10044 …, 2020 | 82 | 2020 |
Trading-off accuracy and energy of deep inference on embedded systems: A co-design approach NK Jayakodi, A Chatterjee, W Choi, JR Doppa, PP Pande IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2018 | 40 | 2018 |
MOOS: A multi-objective design space exploration and optimization framework for NoC enabled manycore systems A Deshwal, NK Jayakodi, BK Joardar, JR Doppa, PP Pande ACM Transactions on Embedded Computing Systems (TECS) 18 (5s), 1-23, 2019 | 36 | 2019 |
Design and optimization of energy-accuracy tradeoff networks for mobile platforms via pretrained deep models NK Jayakodi, S Belakaria, A Deshwal, JR Doppa ACM Transactions on Embedded Computing Systems (TECS) 19 (1), 1-24, 2020 | 32 | 2020 |
Active anomaly detection via ensembles: Insights, algorithms, and interpretability S Das, MR Islam, NK Jayakodi, JR Doppa arXiv preprint arXiv:1901.08930, 2019 | 31 | 2019 |
GRAMARCH: A GPU-ReRAM based heterogeneous architecture for neural image segmentation BK Joardar, NK Jayakodi, JR Doppa, H Li, PP Pande, K Chakrabarty 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 228-233, 2020 | 17 | 2020 |
Active anomaly detection via ensembles S Das, MR Islam, NK Jayakodi, JR Doppa arXiv preprint arXiv:1809.06477, 2018 | 12 | 2018 |
PETNet: Polycount and energy trade-off deep networks for producing 3D objects from images NK Jayakodi, JR Doppa, PP Pande 2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020 | 7 | 2020 |
SETGAN: Scale and energy trade-off gans for image applications on mobile platforms NK Jayakodi, JR Doppa, PP Pande Proceedings of the 39th International Conference on Computer-Aided Design, 1-9, 2020 | 6 | 2020 |
Active anomaly detection via ensembles: insights, algorithms, and interpretability (2019) S Das, MR Islam, NK Jayakodi, JR Doppa arXiv preprint arXiv:1901.08930, 1901 | 6 | 1901 |
A general hardware and software Co-design framework for energy-efficient edge AI NK Jayakodi, JR Doppa, PP Pande 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-7, 2021 | 5 | 2021 |
Effectiveness of Tree-based Ensembles for Anomaly Discovery: Insights, Batch and Streaming Active Learning S Das, MR Islam, NK Jayakodi, JR Doppa Journal of Artificial Intelligence Research 80, 127-170, 2024 | | 2024 |
SETGAN: Scale and Energy Trade-off GANs for Image Applications on Mobile Platforms N Kannappan Jayakodi, J Rao Doppa, PP Pande arXiv e-prints, arXiv: 2103.12896, 2021 | | 2021 |
An Adaptive Framework for Energy-Efficient Edge AI: from Classification to Synthesis of Images and 3D Shapes NK Jayakodi Washington State University, 0 | | |