Random Fourier features for kernel ridge regression: Approximation bounds and statistical guarantees H Avron, M Kapralov, C Musco, C Musco, A Velingker, A Zandieh International conference on machine learning, 253-262, 2017 | 176 | 2017 |

Restricted isometry of Fourier matrices and list decodability of random linear codes M Cheraghchi, V Guruswami, A Velingker SIAM Journal on Computing 42 (5), 1888-1914, 2013 | 130 | 2013 |

Oblivious sketching of high-degree polynomial kernels TD Ahle, M Kapralov, JBT Knudsen, R Pagh, A Velingker, DP Woodruff, ... Proceedings of the Fourteenth Annual ACM-SIAM Symposium on Discrete …, 2020 | 101 | 2020 |

Scalable and differentially private distributed aggregation in the shuffled model B Ghazi, R Pagh, A Velingker arXiv preprint arXiv:1906.08320, 2019 | 98 | 2019 |

On the power of multiple anonymous messages: Frequency estimation and selection in the shuffle model of differential privacy B Ghazi, N Golowich, R Kumar, R Pagh, A Velingker Annual International Conference on the Theory and Applications of …, 2021 | 83 | 2021 |

Private aggregation from fewer anonymous messages B Ghazi, P Manurangsi, R Pagh, A Velingker Advances in Cryptology–EUROCRYPT 2020: 39th Annual International Conference …, 2020 | 53 | 2020 |

Pure differentially private summation from anonymous messages B Ghazi, N Golowich, R Kumar, P Manurangsi, R Pagh, A Velingker arXiv preprint arXiv:2002.01919, 2020 | 50 | 2020 |

Private robust estimation by stabilizing convex relaxations P Kothari, P Manurangsi, A Velingker Conference on Learning Theory, 723-777, 2022 | 45 | 2022 |

A universal sampling method for reconstructing signals with simple fourier transforms H Avron, M Kapralov, C Musco, C Musco, A Velingker, A Zandieh Proceedings of the 51st Annual ACM SIGACT Symposium on Theory of Computing …, 2019 | 35 | 2019 |

Exphormer: Sparse transformers for graphs H Shirzad, A Velingker, B Venkatachalam, DJ Sutherland, AK Sinop International Conference on Machine Learning, 31613-31632, 2023 | 34 | 2023 |

(1+ Ω (1))-Αpproximation to MAX-CUT Requires Linear Space M Kapralov, S Khanna, M Sudan, A Velingker Proceedings of the Twenty-Eighth Annual ACM-SIAM Symposium on Discrete …, 2017 | 31 | 2017 |

Streaming complexity of approximating max 2csp and max acyclic subgraph V Guruswami, A Velingker, S Velusamy Approximation, Randomization, and Combinatorial Optimization. Algorithms and …, 2017 | 30 | 2017 |

Dimension-independent sparse Fourier transform M Kapralov, A Velingker, A Zandieh Proceedings of the Thirtieth Annual ACM-SIAM Symposium on Discrete …, 2019 | 29 | 2019 |

Communication with partial noiseless feedback B Haeupler, P Kamath, A Velingker Approximation, randomization, and combinatorial optimization. Algorithms and …, 2015 | 24 | 2015 |

Bridging the capacity gap between interactive and one-way communication B Haeupler, A Velingker Proceedings of the Twenty-Eighth Annual ACM-SIAM Symposium on Discrete …, 2017 | 18 | 2017 |

Linear space streaming lower bounds for approximating CSPs CN Chou, A Golovnev, M Sudan, A Velingker, S Velusamy Proceedings of the 54th Annual ACM SIGACT Symposium on Theory of Computing …, 2022 | 16 | 2022 |

An entropy sumset inequality and polynomially fast convergence to Shannon capacity over all alphabets V Guruswami, A Velingker arXiv preprint arXiv:1411.6993, 2014 | 15 | 2014 |

Scaling up kernel ridge regression via locality sensitive hashing A Zandieh, N Nouri, A Velingker, M Kapralov, I Razenshteyn International Conference on Artificial Intelligence and Statistics, 4088-4097, 2020 | 14 | 2020 |

On the sensitivity conjecture for read-k formulas M Bafna, SV Lokam, S Tavenas, A Velingker 41st International Symposium on Mathematical Foundations of Computer Science …, 2016 | 13 | 2016 |

A fast algorithm for well-spaced points and approximate Delaunay graphs GL Miller, DR Sheehy, A Velingker Proceedings of the twenty-ninth annual symposium on Computational geometry …, 2013 | 13 | 2013 |