Balakrishnan Narayanaswamy
Balakrishnan Narayanaswamy
Principal ML Scientist, AWS AI, Amazon
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Citeret af
Citeret af
Optimal thresholding of classifiers to maximize F1 measure
ZC Lipton, C Elkan, B Naryanaswamy
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2014
A multi-horizon quantile recurrent forecaster
R Wen, K Torkkola, B Narayanaswamy, D Madeka
arXiv preprint arXiv:1711.11053, 2017
A multiarmed bandit incentive mechanism for crowdsourcing demand response in smart grids
S Jain, B Narayanaswamy, Y Narahari
Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
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
Online optimization for the smart (micro) grid
B Narayanaswamy, VK Garg, TS Jayram
Proceedings of the 3rd international conference on future energy systems …, 2012
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
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
A novel method for two-speaker segmentation
R Gangadharaiah, B Narayanaswamy, N Balakrishnan
Eighth International Conference on Spoken Language Processing, 2004
Joint multiple intent detection and slot labeling for goal-oriented dialog
R Gangadharaiah, B Narayanaswamy
Proceedings of the 2019 Conference of the North American Chapter of the …, 2019
Thresholding classifiers to maximize f1 score
ZC Lipton, C Elkan, B Narayanaswamy
ArXiv, 1402.1892-1402.1892, 2014
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
Buildingsherlock: Fault management framework for hvac systems in commercial buildings
H Teraoka, B Balaji, R Zhang, A Nwokafor, B Narayanaswamy, Y Agarwal
Department of Computer Science and Engineering, University of California …, 2014
Non-technical loss detection and localization
V Arya, K Das, J Hazra, S Kalyanaraman, B Narayanaswamy, ...
US Patent 9,536,198, 2017
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
Hedging strategies for renewable resource integration and uncertainty management in the smart grid
B Narayanaswamy, TS Jayram, VN Yoong
2012 3rd IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), 1-8, 2012
Extracting additional information from Gaussian mixture model probabilities for improved text independent speaker identification
B Narayanaswamy, R Gangadharaiah
Proceedings.(ICASSP'05). IEEE International Conference on Acoustics, Speech …, 2005
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
Influence maximization from cascade information traces in complex networks in the absence of network structure
N Kolli, B Narayanaswamy
IEEE Transactions on Computational Social Systems 6 (6), 1147-1155, 2019
Supervised learning based model for predicting variability-induced timing errors
X Jiao, A Rahimi, B Narayanaswamy, H Fatemi, JP de Gyvez, RK Gupta
2015 IEEE 13th International New Circuits and Systems Conference (NEWCAS), 1-4, 2015
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
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