Exact matrix completion via convex optimization EJ Candès, B Recht Foundations of Computational mathematics 9 (6), 717, 2009 | 4713 | 2009 |

Guaranteed minimum-rank solutions of linear matrix equations via nuclear norm minimization B Recht, M Fazel, PA Parrilo SIAM Review 52 (3), 471-501, 2010 | 2927 | 2010 |

Random features for large-scale kernel machines A Rahimi, B Recht Advances in neural information processing systems, 1177-1184, 2008 | 1962 | 2008 |

Hogwild!: A lock-free approach to parallelizing stochastic gradient descent F Niu, B Recht, C Ré, SJ Wright Advances in Neural Information Processing Systems 24, 693--701, 2011 | 1632 | 2011 |

Physical one-way functions R Pappu, B Recht, J Taylor, N Gershenfeld Science 297 (5589), 2026, 2002 | 1559 | 2002 |

Understanding deep learning requires rethinking generalization C Zhang, S Bengio, M Hardt, B Recht, O Vinyals arXiv preprint arXiv:1611.03530, 2016 | 1549 | 2016 |

The Convex Geometry of Linear Inverse Problems V Chandrasekaran, B Recht, PA Parrilo, AS Willsky Foundations of Computational Mathematics 12 (6), 805-849, 2012 | 1099 | 2012 |

A simpler approach to matrix completion B Recht The Journal of Machine Learning Research 12, 3413-3430, 2011 | 813 | 2011 |

Compressed sensing off the grid G Tang, BN Bhaskar, P Shah, B Recht IEEE Transactions on Information Theory 59 (11), 7465-7490, 2013 | 727 | 2013 |

Tensor completion and low-n-rank tensor recovery via convex optimization S Gandy, B Recht, I Yamada Inverse Problems 27 (2), 025010, 2011 | 555 | 2011 |

Weighted sums of random kitchen sinks: Replacing minimization with randomization in learning A Rahimi, B Recht Advances in Neural Information Processing Systems 21, 2008 | 434 | 2008 |

Gradient descent only converges to minimizers JD Lee, M Simchowitz, MI Jordan, B Recht Conference on learning theory, 1246-1257, 2016 | 414* | 2016 |

Train faster, generalize better: Stability of stochastic gradient descent M Hardt, B Recht, Y Singer arXiv preprint arXiv:1509.01240, 2015 | 414 | 2015 |

The marginal value of adaptive gradient methods in machine learning AC Wilson, R Roelofs, M Stern, N Srebro, B Recht Advances in Neural Information Processing Systems, 4148-4158, 2017 | 380 | 2017 |

Online identification and tracking of subspaces from highly incomplete information L Balzano, R Nowak, B Recht 2010 48th Annual allerton conference on communication, control, and …, 2010 | 369 | 2010 |

Atomic norm denoising with applications to line spectral estimation BN Bhaskar, G Tang, B Recht IEEE Transactions on Signal Processing 61 (23), 5987-5999, 2013 | 358 | 2013 |

Blind deconvolution using convex programming A Ahmed, B Recht, J Romberg IEEE Transactions on Information Theory 60 (3), 1711-1732, 2013 | 307 | 2013 |

Parallel stochastic gradient algorithms for large-scale matrix completion B Recht, C Ré Mathematical Programming Computation 5 (2), 201-226, 2013 | 298 | 2013 |

Audiopad: a tag-based interface for musical performance J Patten, B Recht, H Ishii Proceedings of the 2002 conference on New interfaces for musical expression, 1-6, 2002 | 285 | 2002 |

Analysis and design of optimization algorithms via integral quadratic constraints L Lessard, B Recht, A Packard SIAM Journal on Optimization 26 (1), 57-95, 2016 | 260 | 2016 |