| FITNESS:(Fine Tune on New and Similar Samples) to detect anomalies in streams with drift and outliers A Sankararaman, B Narayanaswamy, VY Singh, Z Song International Conference on Machine Learning, 19153-19177, 2022 | 5 | 2022 |
| Predict-and-Critic: Accelerated End-to-End Predictive Control for Cloud Computing through Reinforcement Learning K Sridhar, V Singh, B Narayanaswamy, A Sankararaman arXiv preprint arXiv:2212.01348, 2022 | 1 | 2022 |
| Intelligent scaling in Amazon Redshift V Nathan, V Singh, Z Liu, M Rahman, A Kipf, D Horn, D Pagano, ... | | 2024 |
| Panda: Performance debugging for databases using LLM agents V Singh, KE Vaidya, VB Kumar, S Khosla, M Narayanaswamy, ... | | 2024 |
| C-GATS: Conditional generation of anomalous time series V Singh, A Sankararaman, BM Narayanaswamy, Z Song | | 2022 |
| PDQN-A Deep Reinforcement Learning Method for Planning with Long Delays: Optimization of Manufacturing Dispatching DC Jenkins, RA Sørensen, V Singh, P Kaminsky, A Aswani, R Akella | | 2021 |
| Statistical Analysis of Procedural Learning (Blocked vs. Interleaved) in Humans R Oak, M Mukherjee, V Singh | | 2020 |
Balakrishnan NarayanaswamyPrincipal ML Scientist, AWS AI, AmazonVerified email at amazon.com
