
Barycenteric distribution alignment and manifoldrestricted invertibility for domain generalization
For the Domain Generalization (DG) problem where the hypotheses are comp...
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Optimal quantizer structure for binary discrete input continuous output channels under an arbitrary quantizedoutput constraint
Given a channel having binary input X = (x_1, x_2) having the probabilit...
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On Bounds and Closed Form Expressions for Capacities of Discrete Memoryless Channels with Invertible Positive Matrices
While capacities of discrete memoryless channels are well studied, it is...
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Singlebit Quantization Capacity of Binaryinput Continuousoutput Channels
We consider a channel with discrete binary input X that is corrupted by ...
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On the Uniqueness of Binary Quantizers for Maximizing Mutual Information
We consider a channel with a binary input X being corrupted by a continu...
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EntropyConstrained Maximizing Mutual Information Quantization
In this paper, we investigate the quantization of the output of a binary...
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CommunicationChannel Optimized Partition
Given an original discrete source X with the distribution p_X that is co...
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Minimizing Impurity Partition Under Constraints
Set partitioning is a key component of many algorithms in machine learni...
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Inverse of a Special Matrix and Application
The matrix inversion is an interesting topic in algebra mathematics. How...
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Thuan Nguyen
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