Rakshith Sharma Srinivasa

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 20

Top Topics

Convex Programming

Low Rank Matrices

Keyword Spotting

Speech Enhancement

Top Venues

IEEE J. Sel. Areas Inf. Theory

Publications

Jaejin Cho, Rakshith Sharma Srinivasa, Ching Hua Lee, Yashas Malur Saidutta, Chouchang Yang, Yilin Shen, Hongxia Jin
Zero-Shot Intent Classification Using a Semantic Similarity Aware Contrastive Loss and Large Language Model. ICASSP (2024)
Suhas BN, Rakshith Sharma Srinivasa, Yashas Malur Saidutta, Jaejin Cho, Ching Hua Lee, Chouchang Yang, Yilin Shen, Hongxia Jin
End-To-End Personalized Cuff-Less Blood Pressure Monitoring Using ECG and PPG Signals. ICASSP (2024)
Ching Hua Lee, Chouchang Yang, Rakshith Sharma Srinivasa, Yashas Malur Saidutta, Jaejin Cho, Yilin Shen, Hongxia Jin
Leveraging Self-Supervised Speech Representations for Domain Adaptation in Speech Enhancement. ICASSP (2024)
Yashas Malur Saidutta, Rakshith Sharma Srinivasa, Ching Hua Lee, Chouchang Yang, Yilin Shen, Hongxia Jin
To Wake-up or Not to Wake-up: Reducing Keyword False Alarm by Successive Refinement. CoRR (2023)
Rakshith Sharma Srinivasa, Jaejin Cho, Chouchang Yang, Yashas Malur Saidutta, Ching Hua Lee, Yilin Shen, Hongxia Jin
CWCL: Cross-Modal Transfer with Continuously Weighted Contrastive Loss. NeurIPS (2023)
Yashas Malur Saidutta, Rakshith Sharma Srinivasa, Ching Hua Lee, Chouchang Yang, Yilin Shen, Hongxia Jin
To Wake-Up or Not to Wake-Up: Reducing Keyword False Alarm by Successive Refinement. ICASSP (2023)
Chouchang Yang, Yashas Malur Saidutta, Rakshith Sharma Srinivasa, Ching Hua Lee, Yilin Shen, Hongxia Jin
Robust Keyword Spotting for Noisy Environments by Leveraging Speech Enhancement and Speech Presence Probability. INTERSPEECH (2023)
Coleman DeLude, Rakshith Sharma Srinivasa, Santhosh Karnik, Christopher Hood, Mark A. Davenport, Justin Romberg
Iterative Broadband Source Localization. IEEE J. Sel. Areas Inf. Theory 4 (2023)
Rakshith Sharma Srinivasa, Jaejin Cho, Chouchang Yang, Yashas Malur Saidutta, Ching Hua Lee, Yilin Shen, Hongxia Jin
CWCL: Cross-Modal Transfer with Continuously Weighted Contrastive Loss. CoRR (2023)
Rakshith Sharma Srinivasa, Seonho Kim, Kiryung Lee
Sketching Low-Rank Matrices With a Shared Column Space by Convex Programming. IEEE J. Sel. Areas Inf. Theory 4 (2023)
Cheng Qian, Kejun Huang, Lucas Glass, Rakshith Sharma Srinivasa, Jimeng Sun
JULIA: Joint Multi-linear and Nonlinear Identification for Tensor Completion. CoRR (2022)
Rakshith Sharma Srinivasa, Cheng Qian, Brandon Theodorou, Jeffrey Spaeder, Cao Xiao, Lucas Glass, Jimeng Sun
Clinical trial site matching with improved diversity using fair policy learning. CoRR (2022)
Junyi Gao, Rakshith Sharma Srinivasa, Cheng Qian, Lucas M. Glass, Jeffrey Spaeder, Justin Romberg, Jimeng Sun, Cao Xiao
STAN: spatio-temporal attention network for pandemic prediction using real-world evidence. J. Am. Medical Informatics Assoc. 28 (4) (2021)
Junyi Gao, Rakshith Sharma Srinivasa, Cheng Qian, Lucas M. Glass, Jeffrey Spaeder, Justin Romberg, Jimeng Sun, Cao Xiao
STAN: Spatio-Temporal Attention Network for Pandemic Prediction Using Real World Evidence. CoRR (2020)
Rakshith Sharma Srinivasa, Mark A. Davenport, Justin Romberg
Localized sketching for matrix multiplication and ridge regression. CoRR (2020)
Rakshith Sharma Srinivasa, Mark A. Davenport, Justin Romberg
Trading Beams for Bandwidth: Imaging with Randomized Beamforming. SIAM J. Imaging Sci. 13 (1) (2020)
Rakshith Sharma Srinivasa, Cao Xiao, Lucas Glass, Justin Romberg, Jimeng Sun
Fast Graph Attention Networks Using Effective Resistance Based Graph Sparsification. CoRR (2020)
Rakshith Sharma Srinivasa, Mark A. Davenport, Justin Romberg
Sample complexity bounds for localized sketching. AISTATS (2020)
Rakshith Sharma Srinivasa, Kiryung Lee, Marius Junge, Justin Romberg
Decentralized sketching of low rank matrices. NeurIPS (2019)
Rakshith Sharma Srinivasa, Mark A. Davenport, Justin Romberg
Localized random projections with applications to coherent array imaging. Allerton (2018)