Researcher interests: Signal processing; wireless communication; convex optimization and high dimensional statistical analysis.
FACULTY / SCHOOL: School of Computer Science and Engineering
DEPARTMENT: Computer Science
Selected Publications
globally optimal learning for structured elliptical losses (2019)|
NeurIPS 2019 : Thirty-third Conference on Neural Information Processing Systems|
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learning to detect (2019)|
IEEE Transactions on Signal Processing|
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learning to detect (2019)|
IEEE Transactions on Signal Processing|
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spectral algorithm for low rank multitask regression (2019)|
arXiv preprint arXiv:1910.12204|
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unmixing k gaussians with application to hyperspectral imaging (2019)|
IEEE Transactions on Geoscience and Remote Sensing|
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towards global remote discharge estimation using the few to estimate the many (2018)|
arXiv preprint arXiv:1901.00786|
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ml for flood forecasting at scale (2018)|
arXiv preprint arXiv:1901.09583|
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deep robust regression (2017)|
2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)|
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deep mimo detection (2017)|
2017 IEEE 18th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)|
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signal detection in complex structured para normal noise (2017)|
IEEE Transactions on Signal Processing|
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