Sagar Shrestha

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Branch And Bound

Canonical Correlation Analysis

Nonlinear Kernel

Top Venues

IEEE Trans. Signal Process.

Publications

Sagar Shrestha, Xiao Fu
Towards Identifiable Unsupervised Domain Translation: A Diversified Distribution Matching Approach. CoRR (2024)
Sagar Shrestha, Xiao Fu
Towards Identifiable Unsupervised Domain Translation: A Diversified Distribution Matching Approach. ICLR (2024)
Sagar Shrestha, Xiao Fu, Mingyi Hong
Optimal Solutions for Joint Beamforming and Antenna Selection: From Branch and Bound to Graph Neural Imitation Learning. IEEE Trans. Signal Process. 71 (2023)
Subash Timilsina, Sagar Shrestha, Xiao Fu
Quantized Radio Map Estimation Using Tensor and Deep Generative Models. CoRR (2023)
Subash Timilsina, Sagar Shrestha, Xiao Fu
Deep Spectrum Cartography Using Quantized Measurements. ICASSP (2023)
Sagar Shrestha, Younsu Jung, Jinhwa Park, Sajjan Parajuli, Gyoujin Cho
A Roll-to-Roll Gravure-Printing System for Manufacturing Near-Field Energy-Harvesting Labels. Adv. Intell. Syst. 5 (12) (2023)
Sagar Shrestha, Xiao Fu
Communication-Efficient Federated Linear and Deep Generalized Canonical Correlation Analysis. IEEE Trans. Signal Process. 71 (2023)
Sagar Shrestha, Xiao Fu, Mingyi Hong
Towards Efficient and Optimal Joint Beamforming and Antenna Selection: A Machine Learning Approach. ICASSP (2023)
Sagar Shrestha, Xiao Fu, Mingyi Hong
Deep Spectrum Cartography: Completing Radio Map Tensors Using Learned Neural Models. IEEE Trans. Signal Process. 70 (2022)
Sagar Shrestha, Xiao Fu, Mingyi Hong
Optimal Solutions for Joint Beamforming and Antenna Selection: From Branch and Bound to Machine Learning. CoRR (2022)
Sagar Shrestha, Xiao Fu
Communication-Efficient Distributed MAX-VAR Generalized CCA via Error Feedback-Assisted Quantization. ICASSP (2022)
Sagar Shrestha, Xiao Fu, Mingyi Hong
Deep Generative Model Learning For Blind Spectrum Cartography with NMF-Based Radio Map Disaggregation. ICASSP (2021)
Sagar Shrestha, Xiao Fu, Mingyi Hong
Deep Spectrum Cartography: Completing Radio Map Tensors Using Learned Neural Models. CoRR (2021)
Sagar Shrestha, Xiao Fu
Communication-Efficient Distributed Linear and Deep Generalized Canonical Correlation Analysis. CoRR (2021)