Towards deep learning models resistant to adversarial attacks A Madry, A Makelov, L Schmidt, D Tsipras, A Vladu Proceedings of the International Conference on Representation Learning (ICLR …, 2017 | 2709 | 2017 |

Matrix scaling and balancing via box constrained Newton's method and interior point methods MB Cohen, A Madry, D Tsipras, A Vladu 2017 IEEE 58th Annual Symposium on Foundations of Computer Science (FOCS …, 2017 | 65 | 2017 |

Negative-Weight Shortest Paths and Unit Capacity Minimum Cost Flow in Õ(m^{10/7} log W) Time MB Cohen, A Mądry, P Sankowski, A Vladu Proceedings of the Twenty-Eighth Annual ACM-SIAM Symposium on Discrete …, 2017 | 64 | 2017 |

Almost-linear-time algorithms for markov chains and new spectral primitives for directed graphs MB Cohen, J Kelner, J Peebles, R Peng, AB Rao, A Sidford, A Vladu Proceedings of the 49th Annual ACM SIGACT Symposium on Theory of Computing …, 2017 | 60 | 2017 |

Improved parallel algorithms for spanners and hopsets GL Miller, R Peng, A Vladu, SC Xu Proceedings of the 27th Annual ACM Symposium on Parallelism in Algorithms …, 2013 | 54 | 2013 |

Faster algorithms for computing the stationary distribution, simulating random walks, and more MB Cohen, J Kelner, J Peebles, R Peng, A Sidford, A Vladu 2016 IEEE 57th Annual Symposium on Foundations of Computer Science (FOCS …, 2016 | 35 | 2016 |

Multidimensional binary search for contextual decision-making I Lobel, RP Leme, A Vladu Operations Research 66 (5), 1346-1361, 2018 | 30 | 2018 |

Submodular maximization with matroid and packing constraints in parallel A Ene, HL Nguyen, A Vladu Proceedings of the 51st Annual ACM SIGACT Symposium on Theory of Computing, 2018 | 23 | 2018 |

Phenotypic profiling reveals that Candida albicans opaque cells represent a metabolically specialized cell state compared to default white cells IV Ene, MB Lohse, AV Vladu, J Morschhäuser, AD Johnson, RJ Bennett MBio 7 (6), 2016 | 21 | 2016 |

Tight Bounds for Approximate Caratheodory and Beyond V Mirrokni, R Paes Leme, A Vladu, SC Wong Proceedings of the 34th International Conference on Machine Learning, 2017, 2015 | 20 | 2015 |

Improved Convergence for and Regression via Iteratively Reweighted Least Squares A Ene, A Vladu Proceedings of the 36th International Conference on Machine Learning, 2019 …, 2019 | 10 | 2019 |

Circulation Control for Faster Minimum Cost Flow in Unit-Capacity Graphs K Axiotis, A Mądry, A Vladu 2020 IEEE 61st Annual Symposium on Foundations of Computer Science (FOCS), 2020 | 6 | 2020 |

How to elect a leader faster than a tournament D Alistarh, R Gelashvili, A Vladu Proceedings of the 2015 ACM Symposium on Principles of Distributed Computing …, 2015 | 5 | 2015 |

A parallel double greedy algorithm for submodular maximization A Ene, HL Nguyen, A Vladu arXiv preprint arXiv:1812.01591, 2018 | 3 | 2018 |

Adaptive Gradient Methods for Constrained Convex Optimization A Ene, HL Nguyen, A Vladu arXiv preprint arXiv:2007.08840, 2020 | 1 | 2020 |

Projection-Free Bandit Optimization with Privacy Guarantees A Ene, HL Nguyen, A Vladu arXiv preprint arXiv:2012.12138, 2020 | | 2020 |

Shortest paths, Markov chains, matrix scaling and beyond: improved algorithms through the lens of continuous optimization AV Vladu Massachusetts Institute of Technology, 2017 | | 2017 |

Online ranking for tournament graphs C Mathieu, A Vladu International Workshop on Approximation and Online Algorithms, 201-212, 2010 | | 2010 |