| 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 | 281 | 2017 |
| 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 | 197 | 2017 |
| 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 | 67 | 2020 |
| 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 | 10 | 2019 |
| Efficient inferencing of compressed deep neural networks DT Vooturi, S Goyal, AR Choudhury, Y Sabharwal, A Verma arXiv preprint arXiv:1711.00244, 2017 | 5 | 2017 |
| Variable batch size across layers for efficient prediction on CNNs AR Choudhury, S Goyal, Y Sabharwal, V Ashish IEEE Cloud, 2020 | 4 | 2020 |
| 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 App. 16/167,727, 2020 | 1 | 2020 |
| INFORMATION EXTRACTION FROM DOCUMENTS CONTAINING HANDWRITTEN TEXT S Goyal, C Finegan-Dollak, A VERMA US Patent App. P202106696US01, 2023 | | 2023 |
| FEW SHOT INCREMENTAL LEARNING FOR NAMED ENTITY RECOGNITION R Kumar, S Goyal, A VERMA US Patent App. P202202567US01, 2023 | | 2023 |
| ProtoNER: Few shot Incremental Learning for Named Entity Recognition using Prototypical Networks R Kumar, S Goyal, A Verma, V Isahagian Business Process Management, 2023 | | 2023 |
| ACCELERATING INFERENCE OF TRANSFORMER-BASED MODELS S Goyal, V Chakaravarthy, AR Choudhury, S Raje, Y Sabharwal, A Verma US Patent App. P202/007,353, 2021 | | 2021 |
| ACCELERATING INFERENCE OF NEURAL NETWORK MODELS VIA DYNAMIC EARLY EXITS SM Raje, S Goyal, AR Choudhury, Y Sabharwal, A VERMA US Patent App. P202005664US01, 2021 | | 2021 |
| A Method for Ordering the Inputs of Train Decomposition of Weight Matrices in Deep Neural Networks V Chakaravarthy, S Goyal, Choudhury, Anamitra R, S Raje, Y Sabharwal, ... US Patent App. P201909336US01, 2020 | | 2020 |
| Efficient Training with Variable Batch Sizing on gradient checkpoint segments S Goyal, A Roy Choudhury, A Verma, Y Sabharwal US Patent App. P201/904,457, 2019 | | 2019 |
| Dataset dependent low rank decomposition of Convolution neural networks S Goyal, AR Choudhary, Y Sabharwal, V Chakaravarthy, A Verma US Patent App. P201/809,644, 2019 | | 2019 |
Manik VarmaDistinguished Scientist and Vice President, Microsoft Research IndiaVerified email at microsoft.com
