Brian Jalaian
Brian Jalaian
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Minimizing AoI in a 5G-based IoT Network under Varying Channel Conditions
Age of information (AoI) is a key metric to measure the freshness of information for IoT applications. Most of existing analytical …
Chengzhang Li
,
Yan Huang
,
Shaoran Li
,
Yongce Chen
,
Brian Jalaian
,
Y. Thomas Hou
,
Wenjing Lou
,
Jeffrey H. Reed
,
Sastry Kompella
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DOI
Maximize Spectrum Efficiency in Underlay Coexistence With Channel Uncertainty
We consider an underlay coexistence scenario where secondary users (SUs) must keep their interference to the primary users (PUs) under …
Shaoran Li
,
Yan Huang
,
Chengzhang Li
,
Brian Jalaian
,
Y. Thomas Hou
,
Wenjing Lou
,
Stephen Russell
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DOI
Exploring Performance Trade-offs in Tactical Edge Networks
Tactical edge networks are characterized by wireless links that have limited capacity and are prone to disconnection. In such a …
Vignesh Sridharan
,
Mehul Motani
,
Brian Jalaian
,
Niranjan Suri
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DOI
Assessing the Adversarial Robustness of Monte Carlo and Distillation Methods for Deep Bayesian Neural Network Classification
In this paper, we consider the problem of assessing the ad-versarial robustness of deep neural network models under both Markov chain …
Meet P Vadera
,
Satya Narayan Shukla
,
Brian Jalaian
,
Benjamin M Marlin
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Attribution-Based Confidence Metric For Deep Neural Networks
We propose a novel confidence metric, namely, attribution-based confidence (ABC) for deep neural networks (DNNs). ABC metric …
Sunny Raj
,
Steven Fernandes
,
Sumit Jha
,
Somesh Jha
,
Brian Jalaian
,
Gunjan Verma
,
Ananthram Swami
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Are Graph Neural Networks Miscalibrated?
Graph Neural Networks (GNNs) have proven to be successful in many classification tasks, outperforming previous state-of-the-art methods …
Leonardo Teixeira
,
Brian Jalaian
,
Bruno Ribeiro
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Reaping the benefits of dynamic TDD in massive MIMO
© 2018 IEEE Recent advances in massive multiple-input multiple-output (MIMO) communication show that equipping base stations (BSs) with …
Y. Huang
,
B. Jalaian
,
S. Russell
,
H. Samani
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DOI
Uncertain context: Uncertainty quantification in machine learning
Copyright © 2019, Association for the Advancement of Artificial Intelligence. All rights reserved. Machine learning and artificial …
B. Jalaian
,
M. Lee
,
S. Russell
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DOI
Uncertainty Quantification in Internet of Battlefield Things
Brian Jalaian
,
Stephen Russell
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DOI
Technical Report on Efficient Integration of Dynamic TDD with Massive MIMO
Recent advances in massive multiple-input multiple-output (MIMO) communication show that equipping base stations (BSs) with large …
Yan Huang
,
Brian Jalaian
,
Stephen Russell
,
Hooman Samani
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