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02/17/2022
A Summary of the ComParE COVID-19 Challenges
The COVID-19 pandemic has caused massive humanitarian and economic damag...
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01/04/2022
COVID-19 Disease Progression Prediction via Audio Signals: A Longitudinal Study
Recent work has shown the potential of the use of audio data in screenin...
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06/29/2021
Sounds of COVID-19: exploring realistic performance of audio-based digital testing
Researchers have been battling with the question of how we can identify ...
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04/27/2021
Pronto: Federated Task Scheduling
We present a federated, asynchronous, memory-limited algorithm for onlin...
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04/24/2021
An Asynchronous Approximate Distributed Alternating Direction Method of Multipliers in Digraphs
In this work, we consider the asynchronous distributed optimization prob...
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04/07/2021
Optimal CPU Scheduling in Data Centers via a Finite-Time Distributed Quantized Coordination Mechanism
In this paper we analyze the problem of optimal task scheduling for data...
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02/24/2021
The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation Primates
The INTERSPEECH 2021 Computational Paralinguistics Challenge addresses f...
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02/10/2021
Exploring Automatic COVID-19 Diagnosis via voice and symptoms from Crowdsourced Data
The development of fast and accurate screening tools, which could facili...
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01/15/2021
CPU Scheduling in Data Centers Using Asynchronous Finite-Time Distributed Coordination Mechanisms
We propose an asynchronous iterative scheme which allows a set of interc...
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06/10/2020
Exploring Automatic Diagnosis of COVID-19 from Crowdsourced Respiratory Sound Data
Audio signals generated by the human body (e.g., sighs, breathing, heart...
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02/01/2020
Dissecting the Workload of a Major Adult Video Portal
Adult content constitutes a major source of Internet traffic. As with ma...
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07/18/2019
Federated PCA with Adaptive Rank Estimation
In many online machine learning and data science tasks such as data summ...
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06/04/2018