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07/13/2023
Downlink Precoding for Cell-free FBMC/OQAM Systems With Asynchronous Reception
In this work, an efficient precoding design scheme is proposed for downl...
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07/13/2023
Hybrid Control Policy for Artificial Pancreas via Ensemble Deep Reinforcement Learning
Objective: The artificial pancreas (AP) has shown promising potential in...
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06/26/2023
A direct optimization algorithm for input-constrained MPC
One challenge of running a model predictive control (MPC) algorithm in a...
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06/05/2023
Path-Specific Counterfactual Fairness for Recommender Systems
Recommender systems (RSs) have become an indispensable part of online pl...
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05/09/2023
Integrating Holistic and Local Information to Estimate Emotional Reaction Intensity
Video-based Emotional Reaction Intensity (ERI) estimation measures the i...
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05/09/2023
RMES: Real-Time Micro-Expression Spotting Using Phase From Riesz Pyramid
Micro-expressions (MEs) are involuntary and subtle facial expressions th...
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10/19/2022
Asynchronous RIS-assisted Localization: A Comprehensive Analysis of Fundamental Limits
The reconfigurable intelligent surface (RIS) has drawn considerable atte...
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09/01/2022
Efficient Chemical Space Exploration Using Active Learning Based on Marginalized Graph Kernel: an Application for Predicting the Thermodynamic Properties of Alkanes with Molecu
We introduce an explorative active learning (AL) algorithm based on Gaus...
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06/01/2022
MaskOCR: Text Recognition with Masked Encoder-Decoder Pretraining
In this paper, we present a model pretraining technique, named MaskOCR, ...
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08/17/2021
Stability and Generalization for Randomized Coordinate Descent
Randomized coordinate descent (RCD) is a popular optimization algorithm ...
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04/29/2021
Fine-grained Generalization Analysis of Vector-valued Learning
Many fundamental machine learning tasks can be formulated as a problem o...
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10/12/2020
Transmit Covariance and Waveform Optimization for Non-orthogonal CP-FBMA System
Filter bank multiple access (FBMA) without subbands orthogonality has be...
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05/23/2020
Mathematical Modeling of Business Reopening when Facing SARS-CoV-2 Pandemic: Protection, Cost and Risk
The sudden onset of the coronavirus (SARS-CoV-2) pandemic has resulted i...
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05/23/2020
A key question to business owners facing SARS-CoV-2 pandemics: When to reopen my business?
The sudden onset of the coronavirus (SARS-CoV-2) pandemic has resulted i...
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04/13/2020
Joint User Identification and Channel Estimation Over Rician Fading Channels
This paper considers crowded massive multiple input multiple output (MIM...
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08/08/2019
Editing Text in the Wild
In this paper, we are interested in editing text in natural images, whic...
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05/10/2019
Capturing Evolution Genes for Time Series Data
The modeling of time series is becoming increasingly critical in a wide ...
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12/20/2018
Data-Rate Driven Transmission Strategy for Deep Learning Based Communication Systems
Deep learning (DL) based autoencoder is a promising architecture to impl...
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08/26/2018
Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation
As opposed to manual feature engineering which is tedious and difficult ...
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06/27/2018
A Generalized Data Representation and Training-Performance Analysis for Deep Learning-Based Communications Systems
Deep learning (DL)-based autoencoder is a potential architecture to impl...
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06/27/2018
A Generalized Data Representation for Deep Learning-Based Communications Systems
Deep learning (DL)-based autoencoder is a potential architecture to impl...
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08/17/2016
SlangSD: Building and Using a Sentiment Dictionary of Slang Words for Short-Text Sentiment Classification
Sentiment in social media is increasingly considered as an important res...
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04/14/2006