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Himanshu Asnani

ScRAE: Deterministic Regularized Autoencoders with Flexible Priors for Clustering Single-cell Gene Expression Data

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Jul 16, 2021
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A Unified Framework for Generic, Query-Focused, Privacy Preserving and Update Summarization using Submodular Information Measures

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Oct 12, 2020
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Submodular Combinatorial Information Measures with Applications in Machine Learning

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Jul 04, 2020
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To Regularize or Not To Regularize? The Bias Variance Trade-off in Regularized AEs

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Jun 10, 2020
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C-MI-GAN : Estimation of Conditional Mutual Information using MinMax formulation

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May 17, 2020
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Towards Latent Space Optimality for Auto-Encoder Based Generative Models

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Dec 10, 2019
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Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels

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Nov 08, 2019
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CCMI : Classifier based Conditional Mutual Information Estimation

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Jun 05, 2019
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LEARN Codes: Inventing Low-latency Codes via Recurrent Neural Networks

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Nov 30, 2018
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ClusterGAN : Latent Space Clustering in Generative Adversarial Networks

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Sep 10, 2018
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