Vishnu Raj

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 20

Top Topics

Dirichlet Process

Variational Inference

Cognitive Radio

Top Venues

IEEE Trans. Cogn. Commun. Netw.

Publications

Chen He, Vishnu Raj, Hans Moen, Tommi Gröhn, Chen Wang, Laura-Maria Peltonen, Saila Koivusalo, Pekka Marttinen, Giulio Jacucci
VMS: Interactive Visualization to Support the Sensemaking and Selection of Predictive Models. IUI (2024)
Sophie Wharrie, Zhiyu Yang, Vishnu Raj, Remo Monti, Rahul Gupta, Ying Wang, Alicia Martin, Luke J. O'Connor, Samuel Kaski, Pekka Marttinen, Pier Francesco Palamara, Christoph Lippert, Andrea Ganna
HAPNEST: efficient, large-scale generation and evaluation of synthetic datasets for genotypes and phenotypes. Bioinform. 39 (9) (2023)
Vishnu Raj, Tianyu Cui, Markus Heinonen, Pekka Marttinen
Incorporating functional summary information in Bayesian neural networks using a Dirichlet process likelihood approach. AISTATS (2023)
Vishnu Raj, Nancy Nayak, Sheetal Kalyani
Deep Reinforcement Learning Based Blind mmWave MIMO Beam Alignment. IEEE Trans. Wirel. Commun. 21 (10) (2022)
Vishnu Raj, Tianyu Cui, Markus Heinonen, Pekka Marttinen
Look beyond labels: Incorporating functional summary information in Bayesian neural networks. CoRR (2022)
Vishnu Raj, Sheetal Kalyani
Deep Reinforcement Learning based Blind mmWave MIMO Beam Alignment. CoRR (2020)
Navaneet Athreya, Vishnu Raj, Sheetal Kalyani
Beyond 5G: Leveraging Cell Free TDD Massive MIMO Using Cascaded Deep Learning. IEEE Wirel. Commun. Lett. 9 (9) (2020)
Vishnu Raj, Sheetal Kalyani
Design of Communication Systems Using Deep Learning: A Variational Inference Perspective. IEEE Trans. Cogn. Commun. Netw. 6 (4) (2020)
Nancy Nayak, Vishnu Raj, Sheetal Kalyani
Leveraging Online Learning for CSS in Frugal IoT Network. IEEE Trans. Cogn. Commun. Netw. 6 (4) (2020)
Vishnu Raj, Nancy Nayak, Sheetal Kalyani
Understanding Learning Dynamics of Binary Neural Networks via Information Bottleneck. CoRR (2020)
Vishnu Raj, Sheetal Kalyani
Design of Communication Systems using Deep Learning: A Variational Inference Perspective. CoRR (2019)
Navaneet Athreya, Vishnu Raj, Sheetal Kalyani
Beyond 5G: Leveraging Cell Free TDD Massive MIMO using Cascaded Deep learning. CoRR (2019)
Vishnu Raj, Sheetal Kalyani
Blind decoding in α-Stable noise: An online learning approach. CoRR (2019)
Nancy Nayak, Vishnu Raj, Sheetal Kalyani
Leveraging online learning for CSS in frugal IoT network. CoRR (2019)
Vishnu Raj, Irene Dias, Thulasi Tholeti, Sheetal Kalyani
Spectrum Access In Cognitive Radio Using a Two-Stage Reinforcement Learning Approach. IEEE J. Sel. Top. Signal Process. 12 (1) (2018)
Thulasi Tholeti, Vishnu Raj, Sheetal Kalyani
A Non-parametric Multi-stage Learning Framework for Cognitive Spectrum Access in IoT Networks. CoRR (2018)
Vishnu Raj, Sheetal Kalyani
Backpropagating Through the Air: Deep Learning at Physical Layer Without Channel Models. IEEE Commun. Lett. 22 (11) (2018)
Vishnu Raj, Irene Dias, Thulasi Tholeti, Sheetal Kalyani
Spectrum Access In Cognitive Radio Using A Two Stage Reinforcement Learning Approach. CoRR (2017)
Vishnu Raj, Sheetal Kalyani
An aggregating strategy for shifting experts in discrete sequence prediction. CoRR (2017)
Vishnu Raj, Sheetal Kalyani
Taming Non-stationary Bandits: A Bayesian Approach. CoRR (2017)