Vishnu Raj

According to our database, Vishnu Raj authored at least 16 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

VMS: Interactive Visualization to Support the Sensemaking and Selection of Predictive Models.

Chen He, Vishnu Raj, Hans Moen, Tommi Gröhn, Chen Wang, Laura-Maria Peltonen, Saila Koivusalo, Pekka Marttinen, Giulio Jacucci

Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024

2023

HAPNEST: efficient, large-scale generation and evaluation of synthetic datasets for genotypes and phenotypes.

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

Bioinform., September, 2023

Incorporating functional summary information in Bayesian neural networks using a Dirichlet process likelihood approach.

Vishnu Raj, Tianyu Cui, Markus Heinonen, Pekka Marttinen

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Deep Reinforcement Learning Based Blind mmWave MIMO Beam Alignment.

Vishnu Raj, Nancy Nayak, Sheetal Kalyani

IEEE Trans. Wirel. Commun., 2022

Look beyond labels: Incorporating functional summary information in Bayesian neural networks.

Vishnu Raj, Tianyu Cui, Markus Heinonen, Pekka Marttinen

CoRR, 2022

2020

Beyond 5G: Leveraging Cell Free TDD Massive MIMO Using Cascaded Deep Learning.

Navaneet Athreya, Vishnu Raj, Sheetal Kalyani

IEEE Wirel. Commun. Lett., 2020

Design of Communication Systems Using Deep Learning: A Variational Inference Perspective.

Vishnu Raj, Sheetal Kalyani

IEEE Trans. Cogn. Commun. Netw., 2020

Leveraging Online Learning for CSS in Frugal IoT Network.

Nancy Nayak, Vishnu Raj, Sheetal Kalyani

IEEE Trans. Cogn. Commun. Netw., 2020

Understanding Learning Dynamics of Binary Neural Networks via Information Bottleneck.

Vishnu Raj, Nancy Nayak, Sheetal Kalyani

CoRR, 2020

Deep Reinforcement Learning based Blind mmWave MIMO Beam Alignment.

Vishnu Raj, Sheetal Kalyani

CoRR, 2020

2019

Blind decoding in α-Stable noise: An online learning approach.

Vishnu Raj, Sheetal Kalyani

CoRR, 2019

2018

Spectrum Access In Cognitive Radio Using a Two-Stage Reinforcement Learning Approach.

Vishnu Raj, Irene Dias, Thulasi Tholeti, Sheetal Kalyani

IEEE J. Sel. Top. Signal Process., 2018

Backpropagating Through the Air: Deep Learning at Physical Layer Without Channel Models.

Vishnu Raj, Sheetal Kalyani

IEEE Commun. Lett., 2018

A Non-parametric Multi-stage Learning Framework for Cognitive Spectrum Access in IoT Networks.

Thulasi Tholeti, Vishnu Raj, Sheetal Kalyani

CoRR, 2018

2017

An aggregating strategy for shifting experts in discrete sequence prediction.

Vishnu Raj, Sheetal Kalyani

CoRR, 2017

Taming Non-stationary Bandits: A Bayesian Approach.

Vishnu Raj, Sheetal Kalyani

CoRR, 2017