
Deep Learning for Cardiologistlevel Myocardial Infarction Detection in Electrocardiograms
Heart disease is the leading cause of death worldwide. Amongst patients ...
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Enabling realtime multimessenger astrophysics discoveries with deep learning
Multimessenger astrophysics is a fastgrowing, interdisciplinary field ...
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Be Aware of NonStationarity: Nearly Optimal Algorithms for PiecewiseStationary Cascading Bandits
Cascading bandit (CB) is a variant of both the multiarmed bandit (MAB) ...
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Unsupervised CoLearning on GManifolds Across Irreducible Representations
We introduce a novel colearning paradigm for manifolds naturally equipp...
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MultiFrequency Vector Diffusion Maps
We introduce multifrequency vector diffusion maps (MFVDM), a new framew...
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Representation Theoretic Patterns in MultiFrequency Class Averaging for ThreeDimensional CryoElectron Microscopy
We develop in this paper a novel intrinsic classification algorithm  m...
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CryoElectron Microscopy Image Analysis Using MultiFrequency Vector Diffusion Maps
Cryoelectron microscopy (EM) single particle reconstruction is an entir...
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MaxSliced Wasserstein Distance and its use for GANs
Generative adversarial nets (GANs) and variational autoencoders have si...
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Denoising Gravitational Waves with Enhanced Deep Recurrent Denoising AutoEncoders
Denoising of time domain data is a crucial task for many applications su...
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Deep Learning at Scale for Gravitational Wave Parameter Estimation of Binary Black Hole Mergers
We present the first application of deep learning at scale to do gravita...
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Deep Learning for MultiMessenger Astrophysics: A Gateway for Discovery in the Big Data Era
This report provides an overview of recent work that harnesses the Big D...
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MultiFrequency Phase Synchronization
We propose a novel formulation for phase synchronization  the statisti...
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LanczosNet: MultiScale Deep Graph Convolutional Networks
We propose the Lanczos network (LanczosNet), which uses the Lanczos algo...
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Steerable ePCA
In photonlimited imaging, the pixel intensities are affected by photon ...
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Realtime regression analysis with deep convolutional neural networks
We discuss the development of novel deep learning algorithms to enable r...
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Denoising Gravitational Waves using Deep Learning with Recurrent Denoising Autoencoders
Gravitational wave astronomy is a rapidly growing field of modern astrop...
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Mahalanobis Distance for Class Averaging of CryoEM Images
Single particle reconstruction (SPR) from cryoelectron microscopy (EM) ...
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Fast Steerable Principal Component Analysis
Cryoelectron microscopy nowadays often requires the analysis of hundred...
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Rotationally Invariant Image Representation for Viewing Direction Classification in CryoEM
We introduce a new rotationally invariant viewing angle classification m...
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FourierBessel rotational invariant eigenimages
We present an efficient and accurate algorithm for principal component a...
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Zhizhen Zhao
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