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Rakshith Sharma Srinivasa
Rakshith Sharma Srinivasa
Senior researcher, ML, Samsung Research America
Verified email at gatech.edu - Homepage
Title
Cited by
Cited by
Year
STAN: Spatio-Temporal Attention Network for Pandemic Prediction Using Real World Evidence
J Gao, RS Srinivasa, C Qian, LM Glass, J Spaeder, J Romberg, J Sun, ...
arXiv preprint arXiv:2008.04215, 2020
1052020
Fast graph attention networks using effective resistance based graph sparsification
RS Srinivasa, C Xiao, L Glass, J Romberg, J Sun
arXiv preprint arXiv:2006.08796, 2020
202020
Decentralized sketching of low rank matrices
RS Srinivasa, K Lee, M Junge, J Romberg
Neural Information Processing Systems (NeurIPS), Vancouver, Canada, 2019, 2019
162019
System and method for multimodal, motion-aware radar imaging
JVB Petros T Boufounos, Hassan Mansour, Rakshith Sharma Srinivasa
US Patent 10,768,294, 2020
42020
Clinical trial site matching with improved diversity using fair policy learning
RS Srinivasa, C Qian, B Theodorou, J Spaeder, C Xiao, L Glass, J Sun
arXiv preprint arXiv:2204.06501, 2022
32022
Julia: Joint multi-linear and nonlinear identification for tensor completion
C Qian, K Huang, L Glass, RS Srinivasa, J Sun
arXiv preprint arXiv:2202.00071, 2022
32022
CWCL: Cross-Modal Transfer with Continuously Weighted Contrastive Loss
RS Srinivasa, J Cho, C Yang, YM Saidutta, CH Lee, Y Shen, H Jin
Advances in Neural Information Processing Systems 36, 2023
22023
Trading beams for bandwidth: Imaging with randomized beamforming
RS Srinivasa, MA Davenport, J Romberg
SIAM Journal on Imaging Sciences 13 (1), 317–350, 2020
22020
Entropy Estimates on Tensor Products of Banach Spaces and Applications to Low-Rank Recovery
K Lee, RS Srinivasa, M Junge, J Romberg
Sampling Theory and Applications (SampTA), Bordeaux, France, 2019, 2019
22019
Iterative Broadband Source Localization
C DeLude, RS Srinivasa, S Karnik, C Hood, MA Davenport, J Romberg
IEEE Journal on Selected Areas in Information Theory, 2023
12023
Approximately low-rank recovery from noisy and local measurements by convex program
K Lee, RS Sharma, M Junge, J Romberg
Information and Inference: A Journal of the IMA 12 (3), 1612-1654, 2023
12023
Localized random projections with applications to coherent array imaging
RS Srinivasa, MA Davenport, J Romberg
2018 56th Annual Allerton Conference on Communication, Control, and …, 2018
12018
Sketching with structured matrices for array imaging
RS Srinivasa, MA Davenport, J Romberg
Proceedings of the Workshop on Signal Processing with Adaptive Sparse …, 2017
12017
End-To-End Personalized Cuff-Less Blood Pressure Monitoring Using ECG and PPG Signals
BN Suhas, RS Srinivasa, YM Saidutta, J Cho, CH Lee, C Yang, Y Shen, ...
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
2024
Leveraging Self-Supervised Speech Representations for Domain Adaptation in Speech Enhancement
CH Lee, C Yang, RS Srinivasa, YM Saidutta, J Cho, Y Shen, H Jin
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
2024
Zero-Shot Intent Classification Using a Semantic Similarity Aware Contrastive Loss and Large Language Model
J Cho, RS Srinivasa, CH Lee, YM Saidutta, C Yang, Y Shen, H Jin
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
2024
Low dimensional encoding broadband beamformer with reduced hardware arrays
C Delude, J Romberg, M Davenport, S Karnik, RS Srinivasa
US Patent App. 18/270,145, 2024
2024
Speech denoising networks using speech and noise modeling
CC Yang, CH Lee, RS Srinivasa, YM Saidutta, Y Shen, H Jin
US Patent App. 18/058,104, 2024
2024
Robust Keyword Spotting for Noisy Environments by Leveraging Speech Enhancement and Speech Presence Probability
C Yang, YM Saidutta, RS Srinivasa, CH Lee, Y Shen, H Jin
Interspeech 2023, 2023
2023
Sketching low-rank matrices with a shared column space by convex programming
RS Srinivasa, S Kim, K Lee
IEEE Journal on Selected Areas in Information Theory, 2023
2023
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Articles 1–20