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Saurabh Goyal
Saurabh Goyal
IBM Research, New York, USA, Indian Institute of Technology Delhi, IITK
Verified email at ibm.com
Title
Cited by
Cited by
Year
Resource-efficient machine learning in 2 kb ram for the internet of things
A Kumar, S Goyal, M Varma
International conference on machine learning, 1935-1944, 2017
3082017
Protonn: Compressed and accurate knn for resource-scarce devices
C Gupta, AS Suggala, A Goyal, HV Simhadri, B Paranjape, A Kumar, ...
International conference on machine learning, 1331-1340, 2017
2122017
Power-bert: Accelerating bert inference via progressive word-vector elimination
S Goyal, AR Choudhury, S Raje, V Chakaravarthy, Y Sabharwal, A Verma
International Conference on Machine Learning, 3690-3699, 2020
962020
Compression of deep neural networks by combining pruning and low rank decomposition
S Goyal, AR Choudhury, V Sharma
2019 IEEE International Parallel and Distributed Processing Symposium …, 2019
142019
Efficient inferencing of compressed deep neural networks
DT Vooturi, S Goyal, AR Choudhury, Y Sabharwal, A Verma
arXiv preprint arXiv:1711.00244, 2017
52017
Dynamic Batch Sizing for Inferencing of Deep Neural Networks in Resource-Constrained Environments
AR Choudhury, S Goyal, Y Sabharwal, A Verma, DT Vooturi
US Patent US20200125926A1, 2020
42020
Variable batch size across layers for efficient prediction on CNNs
AR Choudhury, S Goyal, Y Sabharwal, V Ashish
IEEE Cloud, 2020
42020
ProtoNER: Few shot Incremental Learning for Named Entity Recognition using Prototypical Networks
R Kumar, S Goyal, A Verma, V Isahagian
Business Process Management, 2023
22023
Accelerating inference of neural network models via dynamic early exits
SM Raje, S Goyal, AR Choudhury, Y Sabharwal, A VERMA
US Patent US20220358358A1, 2021
22021
Input ordering neural network decomposition
V Chakaravarthy, S Goyal, Choudhury, Anamitra R, S Raje, Y Sabharwal, ...
US Patent US20220092423A1, 2020
22020
NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls
K Basu, I Abdelaziz, K Bradford, M Crouse, K Kate, S Kumaravel, S Goyal, ...
arXiv preprint arXiv:2409.03797, 2024
12024
Information extraction from documents containing handwritten text
S Goyal, C Finegan-Dollak, A VERMA
US Patent US20230419710A1, 2023
12023
Accelerating inference of transformer-based models
S Goyal, V Chakaravarthy, AR Choudhury, S Raje, Y Sabharwal, A Verma
US Patent US11763082B2, 2021
12021
Model training with variable batch sizing and gradient checkpoint segments
S Goyal, A Roy Choudhury, A Verma, Y Sabharwal
US Patent US11586932B2, 2019
1*2019
Few shot incremental learning for named entity recognition
R Kumar, S Goyal, A VERMA
US Patent US20,240,362,419, 2023
2023
Dataset dependent low rank decomposition of Convolution neural networks
S Goyal, AR Choudhary, Y Sabharwal, V Chakaravarthy, A Verma
US Patent US20200410336A1, 2019
2019
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