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ORCIDVishnu Raj
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2020 – today
- 2024
[c2]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: 229-244- [i12]Hans Moen, Vishnu Raj, Andrius Vabalas, Markus Perola, Samuel Kaski, Andrea Ganna, Pekka Marttinen:
Towards modeling evolving longitudinal health trajectories with a transformer-based deep learning model. CoRR abs/2412.08873 (2024) - 2023
- [j7]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) - [c1]Vishnu Raj, Tianyu Cui, Markus Heinonen, Pekka Marttinen:
Incorporating functional summary information in Bayesian neural networks using a Dirichlet process likelihood approach. AISTATS 2023: 6741-6763 - 2022
- [j6]Vishnu Raj, Nancy Nayak, Sheetal Kalyani:
Deep Reinforcement Learning Based Blind mmWave MIMO Beam Alignment. IEEE Trans. Wirel. Commun. 21(10): 8772-8785 (2022) - [i11]Vishnu Raj, Tianyu Cui, Markus Heinonen, Pekka Marttinen:
Look beyond labels: Incorporating functional summary information in Bayesian neural networks. CoRR abs/2207.01234 (2022) - 2020
- [j5]Vishnu Raj, Sheetal Kalyani:
Design of Communication Systems Using Deep Learning: A Variational Inference Perspective. IEEE Trans. Cogn. Commun. Netw. 6(4): 1320-1334 (2020) - [j4]Nancy Nayak, Vishnu Raj, Sheetal Kalyani:
Leveraging Online Learning for CSS in Frugal IoT Network. IEEE Trans. Cogn. Commun. Netw. 6(4): 1350-1364 (2020) - [j3]Navaneet Athreya, Vishnu Raj, Sheetal Kalyani:
Beyond 5G: Leveraging Cell Free TDD Massive MIMO Using Cascaded Deep Learning. IEEE Wirel. Commun. Lett. 9(9): 1533-1537 (2020) - [i10]Vishnu Raj, Sheetal Kalyani:
Deep Reinforcement Learning based Blind mmWave MIMO Beam Alignment. CoRR abs/2001.09251 (2020) - [i9]Vishnu Raj, Nancy Nayak, Sheetal Kalyani:
Understanding Learning Dynamics of Binary Neural Networks via Information Bottleneck. CoRR abs/2006.07522 (2020)
2010 – 2019
- 2019
- [i8]Vishnu Raj, Sheetal Kalyani:
Design of Communication Systems using Deep Learning: A Variational Inference Perspective. CoRR abs/1904.08559 (2019) - [i7]Vishnu Raj, Sheetal Kalyani:
Blind decoding in α-Stable noise: An online learning approach. CoRR abs/1906.09811 (2019) - [i6]Nancy Nayak, Vishnu Raj, Sheetal Kalyani:
Leveraging online learning for CSS in frugal IoT network. CoRR abs/1907.07201 (2019) - [i5]Navaneet Athreya, Vishnu Raj, Sheetal Kalyani:
Beyond 5G: Leveraging Cell Free TDD Massive MIMO using Cascaded Deep learning. CoRR abs/1910.05705 (2019) - 2018
- [j2]Vishnu Raj, Sheetal Kalyani:
Backpropagating Through the Air: Deep Learning at Physical Layer Without Channel Models. IEEE Commun. Lett. 22(11): 2278-2281 (2018) - [j1]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): 20-34 (2018) - [i4]Thulasi Tholeti, Vishnu Raj, Sheetal Kalyani:
A Non-parametric Multi-stage Learning Framework for Cognitive Spectrum Access in IoT Networks. CoRR abs/1804.11135 (2018) - 2017
- [i3]Vishnu Raj, Sheetal Kalyani:
Taming Non-stationary Bandits: A Bayesian Approach. CoRR abs/1707.09727 (2017) - [i2]Vishnu Raj, Irene Dias, Thulasi Tholeti, Sheetal Kalyani:
Spectrum Access In Cognitive Radio Using A Two Stage Reinforcement Learning Approach. CoRR abs/1707.09792 (2017) - [i1]Vishnu Raj, Sheetal Kalyani:
An aggregating strategy for shifting experts in discrete sequence prediction. CoRR abs/1708.01744 (2017)
Coauthor Index
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