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Kartikeya Bhardwaj
Kartikeya Bhardwaj
Electrical and Computer Engineering, Carnegie Mellon University
Verified email at andrew.cmu.edu
Title
Cited by
Cited by
Year
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
1672014
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
432019
Dream distillation: A data-independent model compression framework
K Bhardwaj, N Suda, R Marculescu
arXiv preprint arXiv:1905.07072, 2019
432019
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
392013
Fedmax: Mitigating activation divergence for accurate and communication-efficient federated learning
W Chen, K Bhardwaj, R Marculescu
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2020
202020
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
182013
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
152022
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
152014
EdgeAl: A Vision for Deep Learning in the IoT Era
K Bhardwaj, N Suda, R Marculescu
IEEE Design & Test 38 (4), 37-43, 2019
142019
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
12*2020
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
7*2021
Towards cell-based therapeutics: A bio-inspired autonomous drug delivery system
C Lo, K Bhardwaj, R Marculescu
Nano communication networks 12, 25-33, 2017
72017
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
62016
Dimensionality reduction via community detection in small sample datasets
K Bhardwaj, R Marculescu
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 102-114, 2018
52018
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
32020
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
32017
Enhancing precipitation models by capturing multivariate and multiscale climate dynamics
R Ding, D Stamoulis, K Bhardwaj, D Marculescu, R Marculescu
Proceedings of the 3rd International Workshop on Cyber-Physical Systems for …, 2017
32017
Network-based modeling and analysis of cloud fraction and precipitation: A case study for the ohio river basin
K Bhardwaj, R Marculescu
Proceedings of the 1st ACM International Workshop on Cyber-Physical Systems …, 2015
32015
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
22020
Discovering hidden knowledge in carbon emissions data: A multilayer network approach
K Bhardwaj, HO Miu, R Marculescu
International Conference on Discovery Science, 223-238, 2017
22017
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