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09/16/2023
A Statistical Turing Test for Generative Models
The emergence of human-like abilities of AI systems for content generati...
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02/27/2023
Approximately optimal domain adaptation with Fisher's Linear Discriminant Analysis
We propose a class of models based on Fisher's Linear Discriminant (FLD)...
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11/30/2022
Efficient Reinforcement Learning Through Trajectory Generation
A key barrier to using reinforcement learning (RL) in many real-world ap...
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08/31/2022
Energy Efficient Design in IRS-Assisted UAV Data Collection System under Malicious Jamming
In this paper, we study an unmanned aerial vehicle (UAV) enabled data co...
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05/28/2022
Deep Learning with Label Noise: A Hierarchical Approach
Deep neural networks are susceptible to label noise. Existing methods to...
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02/25/2022
Mental State Classification Using Multi-graph Features
We consider the problem of extracting features from passive, multi-chann...
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01/19/2022
Prospective Learning: Back to the Future
Research on both natural intelligence (NI) and artificial intelligence (...
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06/23/2021
Leveraging semantically similar queries for ranking via combining representations
In modern ranking problems, different and disparate representations of t...
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04/13/2021
Probabilistic Accumulate-then-Transmit in Wireless-Powered Covert Communications
In this paper, we investigate the optimal design of a wireless-powered c...
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03/16/2021
Learning without gradient descent encoded by the dynamics of a neurobiological model
The success of state-of-the-art machine learning is essentially all base...
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02/20/2021
Inducing a hierarchy for multi-class classification problems
In applications where categorical labels follow a natural hierarchy, cla...
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11/12/2020
A partition-based similarity for classification distributions
Herein we define a measure of similarity between classification distribu...
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09/14/2020
Energy-Efficient Trajectory Design for UAV-Enabled Communication Under Malicious Jamming
In this letter, we investigate a UAV-enabled communication system, where...
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08/23/2020
Multiple Network Embedding for Anomaly Detection in Time Series of Graphs
This paper considers the graph signal processing problem of anomaly dete...
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06/22/2020
Covert Communications with Constrained Age of Information
In this letter, we consider the requirement of information freshness in ...
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05/12/2020
Design of a Privacy-Preserving Data Platform for Collaboration Against Human Trafficking
Case records on identified victims of human trafficking are highly sensi...
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04/27/2020
A general approach to progressive intelligence
In biological learning, data is used to improve performance on the task ...
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04/27/2020
A general approach to progressive learning
In biological learning, data is used to improve performance on the task ...
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03/25/2020
Robust and Secure Beamforming for Intelligent Reflecting Surface Aided mmWave MISO Systems
In this letter, we investigate the robust and secure beamforming (RSBF) ...
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02/19/2019