| Power-and area-efficient approximate wallace tree multiplier for error-resilient systems K Bhardwaj, PS Mane, J Henkel Fifteenth international symposium on quality electronic design, 263-269, 2014 | 206 | 2014 |
| Memory-and communication-aware model compression for distributed deep learning inference on IoT K Bhardwaj, CY Lin, A Sartor, R Marculescu ACM Transactions on Embedded Computing Systems (TECS) 18 (5s), 1-22, 2019 | 58 | 2019 |
| Dream distillation: A data-independent model compression framework K Bhardwaj, N Suda, R Marculescu arXiv preprint arXiv:1905.07072, 2019 | 55 | 2019 |
| ACMA: Accuracy-configurable multiplier architecture for error-resilient system-on-chip K Bhardwaj, PS Mane 2013 8th International Workshop on Reconfigurable and Communication-Centric …, 2013 | 42 | 2013 |
| Collapsible linear blocks for super-efficient super resolution K Bhardwaj, M Milosavljevic, L O'Neil, D Gope, R Matas, A Chalfin, ... Proceedings of Machine Learning and Systems 4, 529-547, 2022 | 37 | 2022 |
| Fedmax: Mitigating activation divergence for accurate and communication-efficient federated learning W Chen, K Bhardwaj, R Marculescu Machine Learning and Knowledge Discovery in Databases: European Conference …, 2021 | 35 | 2021 |
| Edgeal: A vision for deep learning in the iot era K Bhardwaj, N Suda, R Marculescu IEEE Design & Test 38 (4), 37-43, 2019 | 24 | 2019 |
| Zico: Zero-shot nas via inverse coefficient of variation on gradients G Li, Y Yang, K Bhardwaj, R Marculescu arXiv preprint arXiv:2301.11300, 2023 | 23 | 2023 |
| How does topology influence gradient propagation and model performance of deep networks with densenet-type skip connections? K Bhardwaj, G Li, R Marculescu Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 21 | 2021 |
| K-algorithm: An improved booth's recoding for optimal fault-tolerant reversible multiplier K Bhardwaj, BM Deshpande 2013 26th International Conference on VLSI Design and 2013 12th …, 2013 | 21 | 2013 |
| C3Map and ARPSO based mapping algorithms for energy-efficient regular 3-D NoC architectures K Bhardwaj, PS Mane Technical papers of 2014 international symposium on VLSI design, automation …, 2014 | 20 | 2014 |
| On network science and mutual information for explaining deep neural networks B Davis, U Bhatt, K Bhardwaj, R Marculescu, JMF Moura ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 14* | 2020 |
| Towards cell-based therapeutics: A bio-inspired autonomous drug delivery system C Lo, K Bhardwaj, R Marculescu Nano communication networks 12, 25-33, 2017 | 8 | 2017 |
| An autonomous and adaptive bacteria-based drug delivery system C Lo, K Bhardwaj, R Marculescu Proceedings of the 3rd ACM International Conference on Nanoscale Computing …, 2016 | 6 | 2016 |
| Restructurable activation networks K Bhardwaj, J Ward, C Tung, D Gope, L Meng, I Fedorov, A Chalfin, ... arXiv preprint arXiv:2208.08562, 2022 | 5 | 2022 |
| Dimensionality reduction via community detection in small sample datasets K Bhardwaj, R Marculescu Advances in Knowledge Discovery and Data Mining: 22nd Pacific-Asia …, 2018 | 5 | 2018 |
| New directions in distributed deep learning: Bringing the network at forefront of IoT design K Bhardwaj, W Chen, R Marculescu 2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020 | 4 | 2020 |
| A hardware prototype targeting distributed deep learning for on-device inference AJ Farcas, G Li, K Bhardwaj, R Marculescu Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 3 | 2020 |
| Non-stationary bayesian learning for global sustainability K Bhardwaj, R Marculescu IEEE Transactions on Sustainable Computing 2 (3), 304-316, 2017 | 3 | 2017 |
| K-hop learning: a network-based feature extraction for improved river flow prediction K Bhardwaj, R Marculescu Proceedings of the 3rd International Workshop on Cyber-Physical Systems for …, 2017 | 3 | 2017 |
Radu MarculescuThe University of Texas at AustinVerified email at utexas.edu
