Search Results - "Yanlin Geng"

The Capacity Region of the Two-Receiver Gaussian Vector Broadcast Channel With Private and Common Messages by Yanlin Geng, Nair, Chandra

“…A novel method for establishing the optimality of Gaussian auxiliary random variables in multiterminal information theory problems is developed. This method is…”
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Higher Order Derivatives in Costa's Entropy Power Inequality by Cheng, F, Geng, Y

“…Let X be an arbitrary continuous random variable and Z be an independent Gaussian random variable with zero mean and unit variance. For t > 0, Costa proved…”
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Utilizing Information Bottleneck to Evaluate the Capability of Deep Neural Networks for Image Classification by Cheng, Hao, Lian, Dongze, Gao, Shenghua, Geng, Yanlin

“…Inspired by the pioneering work of the information bottleneck (IB) principle for Deep Neural Networks’ (DNNs) analysis, we thoroughly study the relationship…”
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Expression of neutrophil extracellular trap-related proteins and its correlation with IL-17 and TNF-α in patients with oral lichen planus by Cheng, Juehua, Zhou, Chenyu, Liu, Jia, Geng, Yanlin, Liu, Lin, Fan, Yuan

“…Neutrophil extracellular traps (NETs) are produced by polymorphonuclear neutrophils (PMNs) stimulated by interleukin-17 (IL-17) and tumor necrosis factor α…”
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Blahut-Arimoto Algorithms for Inner and Outer Bounds on Capacity Regions of Broadcast Channels by Dou, Yanan, Liu, Yanqing, Niu, Xueyan, Bai, Bo, Han, Wei, Geng, Yanlin

“…The celebrated Blahut-Arimoto algorithm computes the capacity of a discrete memoryless point-to-point channel by alternately maximizing the objective function…”
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Gaussian Optimality for Derivatives of Differential Entropy Using Linear Matrix Inequalities by Zhang, Xiaobing, Anantharam, Venkat, Geng, Yanlin

“…Let Z be a standard Gaussian random variable, X be independent of Z, and t be a strictly positive scalar. For the derivatives in t of the differential entropy…”
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On Marton's Inner Bound and Its Optimality for Classes of Product Broadcast Channels by Yanlin Geng, Gohari, Amin, Nair, Chandra, Yuanming Yu

“…Marton's inner bound is the tightest known inner bound on the capacity region of the broadcast channel. It is not known, however, if this bound is tight in…”
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On Broadcast Channels With Binary Inputs and Symmetric Outputs by Yanlin Geng, Nair, Chandra, Shamai Shitz, Shlomo, Wang, Zizhou Vincent

“…We establish capacity regions for some classes of broadcast channels with binary inputs and symmetric outputs. We investigate the more capable partial order…”
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An Information Inequality and Evaluation of Marton's Inner Bound for Binary Input Broadcast Channels by Yanlin Geng, Jog, V., Nair, C., Wang, Z. V.

“…We establish an information inequality concerning five random variables. This inequality is motivated by the sum-rate evaluation of Marton's inner bound for…”
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SFRP2+ fibroblasts amplify inflammatory responses in oral lichen planus by Cheng, Juehua, Fan, Yuan, Liu, Jia, Geng, Yanlin

“…Fibroblasts are one of the key cell types that regulate the immune inflammatory response in autoimmune diseases, and this study aimed to reveal the functional…”
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Integrative analysis of FADS3 as a marker for prognosis and immunity in head and neck squamous cell carcinoma by Tang, Haonan, Geng, Yanlin, Wang, Keyi, Zhu, Yuchi, Fan, Yuan, Wang, Yanting

“…Long-chain polyunsaturated fatty acid formation requires fatty acid desaturase (FADS), which is strongly linked to cancer progression. Nevertheless, it's…”
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Wireless Distributed Computing Networks With Interference Alignment and Neutralization by Tian, Linge, Liu, Wei, Geng, Yanlin, Li, Jiandong, Quek, Tony Q. S.

“…In this paper, for a general full-duplex wireless MapReduce distributed computing network, we investigate the minimization of the communication overhead for a…”
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Expression of neutrophil extracellular trap-related proteins and its correlation with IL-17 and TNF-[alpha] in patients with oral lichen planus by Cheng, Juehua, Zhou, Chenyu, Liu, Jia, Geng, Yanlin, Liu, Lin, Fan, Yuan

“…Background Neutrophil extracellular traps (NETs) are produced by polymorphonuclear neutrophils (PMNs) stimulated by interleukin-17 (IL-17) and tumor necrosis…”
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Duality between finite numbers of discrete multiple access and broadcast channels by Yanlin Geng, Fan Cheng

“…The duality between the capacity regions of Gaussian broadcast channels and Gaussian multiple access channels has been well established. However, there have…”
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McKean's Conjecture Under the Log-Concavity Assumption by Geng, Yanlin

“…McKean conjectured that Gaussian random variables are optimal for the n\text{th} order derivative of differential entropy along the heat flow, and verified…”
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Convexity of Fisher information with respect to Gaussian perturbation by Fan Cheng, Yanlin Geng

“…Let X be an arbitrary continuous random variable and Z be an independent Gaussian random variable with zero mean and unit variance. In this paper, we show that…”
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The capacity region of the two-receiver vector Gaussian broadcast channel with private and common messages by Yanlin Geng, Nair, C.

“…We develop a new method for showing the optimality of the Gaussian distribution in multiterminal information theory problems. As an application of this method…”
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An information inequality and evaluation of Marton's inner bound for binary input broadcast channels by Nair, Chandra, Wang, Zizhou Vincent, Yanlin Geng

“…We establish an information inequality that is intimately connected to the evaluation of the sum rate given by Marton's inner bound for two-receiver broadcast…”
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Local to Global Learning: Gradually Adding Classes for Training Deep Neural Networks by Cheng, Hao, Lian, Dongze, Deng, Bowen, Gao, Shenghua, Tan, Tao, Geng, Yanlin

“…We propose a new learning paradigm, Local to Global Learning (LGL), for Deep Neural Networks (DNNs) to improve the performance of classification problems. The…”
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The capacity region for two classes of product broadcast channels by Yanlin Geng, Gohari, A., Nair, C., Yuanming Yu

“…We establish a new outer bound for the capacity region of product broadcast channels. This outer bound matches Marton's inner bound for a variety of classes of…”
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