Citation Impact
Citing Papers
Cluster failure: Why fMRI inferences for spatial extent have inflated false-positive rates
2016 Standout
A review of uncertainty quantification in deep learning: Techniques, applications and challenges
2021 Standout
Exact Matrix Completion via Convex Optimization
2009 Standout
Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation
2016 Standout
Sparse Subspace Clustering: Algorithm, Theory, and Applications
2013 Standout
Detecting circular RNAs: bioinformatic and experimental challenges
2016
A collaborative framework for 3D alignment and classification of heterogeneous subvolumes in cryo-electron tomography
2012 Standout
Dynamic transcriptomic m6A decoration: writers, erasers, readers and functions in RNA metabolism
2018 Standout
Mettl3-mediated m6A regulates spermatogonial differentiation and meiosis initiation
2017
Functional connectome fingerprinting: identifying individuals using patterns of brain connectivity
2015 Standout
Quantum State Tomography via Compressed Sensing
2010 StandoutNobel
Dynamic functional connectivity: Promise, issues, and interpretations
2013 Standout
The biogenesis, biology and characterization of circular RNAs
2019 Standout
Robust Recovery of Subspace Structures by Low-Rank Representation
2012 Standout
The Loss Surfaces of Multilayer Networks
2014
Causal Effects of Monetary Shocks: Semiparametric Conditional Independence Tests with a Multinomial Propensity Score
2008 StandoutNobel
Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review
2017 Standout
A Unified Algorithmic Framework for Block-Structured Optimization Involving Big Data: With applications in machine learning and signal processing
2015 Standout
Double/debiased machine learning for treatment and structural parameters
2017 StandoutNobel
Central limit theorems for empirical andU-processes of stationary mixing sequences
1994
Matching As An Econometric Evaluation Estimator
1998 Standout
Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix Decompositions
2011 Standout
Machine Learning Methods That Economists Should Know About
2019 StandoutNobel
Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations
2018 Standout
Robust principal component analysis?
2011 Standout
Geometric Deep Learning: Going beyond Euclidean data
2017 Standout
Regression Shrinkage and Selection via The Lasso: A Retrospective
2011 Standout
Understanding deep learning (still) requires rethinking generalization
2021 Standout
Physics-informed machine learning
2021 Standout
Exact Tensor Completion Using t-SVD
2016 Standout
Recent advances in convolutional neural networks
2017 Standout
Survey on deep learning with class imbalance
2019 Standout
Exact matrix completion via convex optimization
2012
Fixed point and Bregman iterative methods for matrix rank minimization
2009 Standout
Maximal Inequalities for Degenerate $U$-Processes with Applications to Optimization Estimators
1994
A tensor-based method for missing traffic data completion
2013 Standout
Knowledge Graph Embedding: A Survey of Approaches and Applications
2017 Standout
Square-root lasso: pivotal recovery of sparse signals via conic programming
2011
A Singular Value Thresholding Algorithm for Matrix Completion
2010 Standout
The Power of Convex Relaxation: Near-Optimal Matrix Completion
2010 Standout
Pivotal estimation via square-root Lasso in nonparametric regression
2014
Works of Víctor Peña being referenced
Self-Normalized Processes
2009
Detecting shifts in correlation and variability with application to ENSO-monsoon rainfall relationships
2008
Designing alternative splicing RNA-seq studies. Beyond generic guidelines
2015
Decoupling Inequalities for the Tail Probabilities of Multivariate $U$-Statistics
1995
Decoupling, from Dependence to Independence, Randomly Stopped Processes, U-Statistics and Processes, Martingales and beyond
2000
Decoupling and Khintchine's Inequalities for $U$-Statistics
1992