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Balakrishnan Narayanaswamy
Balakrishnan Narayanaswamy
Principal ML Scientist, AWS AI, Amazon
Geverifieerd e-mailadres voor amazon.com - Homepage
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Optimal thresholding of classifiers to maximize F1 measure
ZC Lipton, C Elkan, B Naryanaswamy
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014
805*2014
A multi-horizon quantile recurrent forecaster
R Wen, K Torkkola, B Narayanaswamy, D Madeka
arXiv preprint arXiv:1711.11053, 2017
5812017
Joint multiple intent detection and slot labeling for goal-oriented dialog
R Gangadharaiah
1312019
Data driven investigation of faults in HVAC systems with model, cluster and compare (MCC)
B Narayanaswamy, B Balaji, R Gupta, Y Agarwal
Proceedings of the 1st ACM conference on embedded systems for energy …, 2014
1072014
Task-oriented dialog systems utilizing combined supervised and reinforcement learning
R Gangadharaiah, B Narayanaswamy, C Elkan
US Patent 10,860,629, 2020
842020
Temporal-contextual recommendation in real-time
Y Ma, B Narayanaswamy, H Lin, H Ding
Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020
822020
Zodiac: Organizing large deployment of sensors to create reusable applications for buildings
B Balaji, C Verma, B Narayanaswamy, Y Agarwal
Proceedings of the 2nd ACM international conference on embedded systems for …, 2015
802015
A multiarmed bandit incentive mechanism for crowdsourcing demand response in smart grids
S Jain, B Narayanaswamy, Y Narahari
Proceedings of the AAAI conference on artificial intelligence 28 (1), 2014
782014
Online optimization for the smart (micro) grid
B Narayanaswamy, VK Garg, TS Jayram
Proceedings of the 3rd international conference on future energy systems …, 2012
702012
Orl: Reinforcement learning benchmarks for online stochastic optimization problems
B Balaji, J Bell-Masterson, E Bilgin, A Damianou, PM Garcia, A Jain, ...
arXiv preprint arXiv:1911.10641, 2019
552019
Learning to be energy-wise: Discriminative methods for load disaggregation
D Rahayu, B Narayanaswamy, S Krishnaswamy, C Labbé, DP Seetharam
Proceedings of the 3rd International Conference on Future Energy Systems …, 2012
352012
A novel method for two-speaker segmentation.
R Gangadharaiah, B Narayanaswamy, N Balakrishnan
INTERSPEECH, 2337-2340, 2004
352004
Imitation-regularized offline learning
Y Ma, YX Wang, B Narayanaswamy
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
282019
Estimating the wake losses in large wind farms: A machine learning approach
F Japar, S Mathew, B Narayanaswamy, CM Lim, J Hazra
ISGT 2014, 1-5, 2014
272014
Thresholding classifiers to maximize F1 score. arXiv 2014
ZC Lipton, C Elkan, B Narayanaswamy
arXiv preprint arXiv:1402.1892, 0
27
Auto-WLM: Machine learning enhanced workload management in Amazon Redshift
G Saxena, M Rahman, N Chainani, C Lin, G Caragea, F Chowdhury, ...
Companion of the 2023 International Conference on Management of Data, 225-237, 2023
262023
Graphical model approach to iris matching under deformation and occlusion
R Kerekes, B Narayanaswamy, J Thornton, M Savvides, BVKV Kumar
2007 IEEE Conference on Computer Vision and Pattern Recognition, 1-6, 2007
222007
Buildingsherlock: Fault management framework for hvac systems in commercial buildings
H Teraoka, B Balaji, R Zhang, A Nwokafor, B Narayanaswamy, Y Agarwal
202014
Fireplace: Placing firecraker virtual machines with hindsight imitation
B Balaji, C Kakovitch, B Narayanaswamy
Proceedings of Machine Learning and Systems 3, 652-663, 2021
172021
Non-technical loss detection and localization
V Arya, K Das, J Hazra, S Kalyanaraman, B Narayanaswamy, ...
US Patent 9,536,198, 2017
162017
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Artikelen 1–20