Technical Reports
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Jointly Low Rank and Bisparse Recover: Questions and Partial Answers

By: Simon Foucart, Remi Gribonvaly, Laurent Jacques, and Holger Rauhut

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Approximability Models and Optimal System Identification

By: Mahmood Ettehad and Simon Foucart

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Sampling Schemes and Recovery Algorithms for Functions of Few Coordinate Variables

By: Simon Foucart

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Nonlinear Approximation and (Deep) ReLU Networks

By: Ingrid Daubechies, Ronald Devore, Simon Foucart, Boris Hanin, and Guergana Petrova

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Gaussian Processes with Errors in Variables: Theory and Computation

By: Shuang Zhou, Debdeep Pati, Tianying Wang, Yun Yang and Raymond Carroll

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Bayesian Graph Selection Consistency Under Model Misspecification

By: Yabo Niu, Debdeep Pati and Bani Mallick

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Frequentist Coverage and Sup-Norm Convergence Rate in Gaussian Process Regression

By: Yun Yang, Anirban Bhattacharya and Debdeep Pati

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An Online Detection Framework for Cyber Attacks on Automatic Generation Control

By: Tong Huang, Bharadwaj Satchidanandan, P.R. Kumar, and Le Xie

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Benefits of Jointly Training Autoencoders: An Improved Neural Tangent Kernel Analysis

By: Thanh V. Nguyen, Raymond K. W. Wong and Chinmay Hegde

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Variational Graph Recurrent Neural Networks

By: Ehsan Hajiramezanali, Arman Hasanzadeh, Nick Duffield, Krishna Narayanan, Mingyuan Zhou and Xiaoning Qian

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Semi-Implicit Graph Variational Auto-Encoders

By: Ehsan Hajiramezanali, Arman Hasanzadeh, Nick Duffield, Krishna Narayanan, Mingyuan Zhou and Xiaoning Qian

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Semi-Implicit Stochastic Recurrent Neural Networks

By: Ehsan Hajiramezanali, Arman Hasanzadeh, Nick Duffield, Krishna Narayanan, Mingyuan Zhou and Xiaoning Qian

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Quantile Graphical Models: Bayesian Approaches

By: Nilabja Guha, Veera Baladandayuthapani and Bani K. Mallick

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Bayesian Copula Density Deconvolution for Zero-Inflated Data in Nutritional Epidemiology

By: Abhra Sarkar, Debdeep Pati, Bani K. Mallick and Raymond J. Carroll

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Finer Metagenomic Reconstruction via Biodiversity Optimization

By: Simon Foucart and David Koslicki

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Instances of Computational Optimal Recovery: Dealing with Observation Errors

By: Mahmood Ettehad and Simon Foucart

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Instances of Computational Optimal Recovery: Refined Approximability Models

By: Simon Foucart

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Facilitating OWL Norm Minimizations

By: Simon Foucart

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Mass-Shifting Phenomenon of Truncated Multivariate Normal Priors

By: Shuang Zhou, Pallavi Ray, Debdeep Pati and Anirban Bhattacharya

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Non-Asymptotic Laplace Approximation Under Model Misspecification

By: Anirban Bhattacharya and Debdeep Pati

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Median Matrix Completion: from Embarrassment to Optimality

By: Weidong Liu, Xiaojun Mao and Raymond K. W. Wong

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Impact of States Reopening on COVID-19 Transmission

By: Se Yoon Le, Bowen Lei, Martial L. Ndeffo-Mbah, Bani K. Mallick