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06/14/2023
Characterizing First Arrival Position Channels: Noise Distribution and Capacity Analysis
This paper addresses two fundamental problems in diffusive molecular com...
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05/04/2023
Capacity Bounds for Vertically-Drifted First Arrival Position Channels under a Covariance Constraint
In this paper, we delve into the capacity problem of additive vertically...
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05/01/2023
General Distance Balancing for Quantum Locally Testable Codes
In this paper, we prove a lower bound on the soundness of quantum locall...
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02/06/2023
Approximate reconstructability of quantum states and noisy quantum secret sharing schemes
We introduce and analyse approximate quantum secret sharing in a formal ...
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01/11/2023
One-Shot Distributed Source Simulation: As Quantum as it Can Get
Distributed source simulation is the task where two (or more) parties sh...
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10/24/2022
Implementation of Trained Factorization Machine Recommendation System on Quantum Annealer
Factorization Machine (FM) is the most commonly used model to build a re...
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06/08/2022
Theoretical Error Performance Analysis for Variational Quantum Circuit Based Functional Regression
The noisy intermediate-scale quantum (NISQ) devices enable the implement...
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06/07/2022
Recent Advances for Quantum Neural Networks in Generative Learning
Quantum computers are next-generation devices that hold promise to perfo...
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03/17/2022
Gaussian initializations help deep variational quantum circuits escape from the barren plateau
Variational quantum circuits have been widely employed in quantum simula...
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01/27/2022
Capacity of First Arrival Position Channel in Diffusion-Based Molecular Communication
In [1], the impulse response of the first arrival position (FAP) channel...
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01/27/2022
c^3-Locally Testable Codes from Lossless Expanders
A locally testable code (LTC) is an error correcting code with a propert...
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01/12/2022
First Arrival Position in Molecular Communication Via Generator of Diffusion Semigroup
We consider the problem of characterizing the first arrival position (FA...
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11/22/2021
Sublinear quantum algorithms for estimating von Neumann entropy
Entropy is a fundamental property of both classical and quantum systems,...
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07/12/2021
From Generalization of Bacon-Shor Codes to High Performance Quantum LDPC Codes
We utilize a concatenation scheme to construct new families of quantum e...
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03/31/2021
Quantum Optimization for Training Quantum Neural Networks
Training quantum neural networks (QNNs) using gradient-based or gradient...
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01/28/2021
Entanglement-assisted multiple-access channels: capacity regions and protocol designs
We solve the entanglement-assisted (EA) classical capacity region of qua...
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12/01/2020
Asymmetric Quantum Concatenated and Tensor Product Codes with Large Z-Distances
In many quantum channels, dephasing errors occur more frequently than th...
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10/20/2020
Quantum circuit architecture search: error mitigation and trainability enhancement for variational quantum solvers
Quantum error mitigation techniques are at the heart of quantum computat...
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10/13/2020
Experimental Quantum Generative Adversarial Networks for Image Generation
Quantum machine learning is expected to be one of the first practical ap...
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07/23/2020
Quantum differentially private sparse regression learning
Differentially private (DP) learning, which aims to accurately extract p...
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03/20/2020
Quantum noise protects quantum classifiers against adversaries
Noise in quantum information processing is often viewed as a disruptive ...
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10/08/2019
On Dimension-free Tail Inequalities for Sums of Random Matrices and Applications
In this paper, we present a new framework to obtain tail inequalities fo...
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09/17/2019
Quantum algorithm for finding the negative curvature direction in non-convex optimization
We present an efficient quantum algorithm aiming to find the negative cu...
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07/16/2019
A Quantum-inspired Algorithm for General Minimum Conical Hull Problems
A wide range of fundamental machine learning tasks that are addressed by...
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04/21/2019
Efficient Online Quantum Generative Adversarial Learning Algorithms with Applications
The exploration of quantum algorithms that possess quantum advantages is...
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03/11/2019
Publicness, Privacy and Confidentiality in the Single-Serving Quantum Broadcast Channel
The 2-receiver broadcast channel is studied: a network with three partie...
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02/03/2019
Quantum Speedup in Adaptive Boosting of Binary Classification
In classical machine learning, a set of weak classifiers can be adaptive...
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11/11/2018
Generalization Bounds for Vicinal Risk Minimization Principle
The vicinal risk minimization (VRM) principle, first proposed by vapnik1...
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11/10/2018
Properties of Noncommutative Renyi and Augustin Information
The scaled Rényi information plays a significant role in evaluating the ...
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10/29/2018
The Expressive Power of Parameterized Quantum Circuits
Parameterized quantum circuits (PQCs) have been broadly used as a hybrid...
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09/28/2018
Duality between source coding with quantum side information and c-q channel coding
In this paper, we establish an interesting duality between two different...
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09/19/2018
One-shot Capacity bounds on the Simultaneous Transmission of Classical and Quantum Information
We study the communication capabilities of a quantum channel under the m...
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09/17/2018
Implementable Quantum Classifier for Nonlinear Data
In this Letter, we propose a quantum machine learning scheme for the cla...
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09/04/2018
Matrix Infinitely Divisible Series: Tail Inequalities and Applications in Optimization
In this paper, we study tail inequalities of the largest eigenvalue of a...
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03/20/2018
Non-Asymptotic Classical Data Compression with Quantum Side Information
In this paper, we analyze classical data compression with quantum side i...
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01/11/2018
Construction and Performance of Quantum Burst Error Correction Codes for Correlated Errors
In practical communication and computation systems, errors occur predomi...
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01/03/2015