Brief announcement: the problem based benchmark suite J Shun, GE Blelloch, JT Fineman, PB Gibbons, A Kyrola, HV Simhadri, ... Proceedings of the twenty-fourth annual ACM symposium on Parallelism in …, 2012 | 194 | 2012 |

Low depth cache-oblivious algorithms GE Blelloch, PB Gibbons, HV Simhadri Proceedings of the twenty-second annual ACM symposium on Parallelism in …, 2010 | 115 | 2010 |

Protonn: Compressed and accurate knn for resource-scarce devices C Gupta, AS Suggala, A Goyal, HV Simhadri, B Paranjape, A Kumar, ... International Conference on Machine Learning, 1331-1340, 2017 | 97 | 2017 |

Towards optimal and efficient perfectly secure message transmission M Fitzi, M Franklin, J Garay, HV Simhadri Theory of Cryptography Conference, 2007 | 90 | 2007 |

Scheduling irregular parallel computations on hierarchical caches GE Blelloch, JT Fineman, PB Gibbons, HV Simhadri Proceedings of the twenty-third annual ACM symposium on Parallelism in …, 2011 | 79 | 2011 |

Write-avoiding algorithms E Carson, J Demmel, L Grigori, N Knight, P Koanantakool, O Schwartz, ... 2016 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2016 | 43 | 2016 |

Parallel and i/o efficient set covering algorithms GE Blelloch, HV Simhadri, K Tangwongsan Proceedings of the twenty-fourth annual ACM symposium on Parallelism in …, 2012 | 40 | 2012 |

Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices. DK Dennis, C Pabbaraju, HV Simhadri, P Jain NeurIPS, 10976-10987, 2018 | 18 | 2018 |

Experimental analysis of space-bounded schedulers HV Simhadri, GE Blelloch, JT Fineman, PB Gibbons, A Kyrola ACM Transactions on Parallel Computing (TOPC) 3 (1), 1-27, 2016 | 18 | 2016 |

Word2Sense: sparse interpretable word embeddings A Panigrahi, HV Simhadri, C Bhattacharyya Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019 | 16 | 2019 |

Extending the nested parallel model to the nested dataflow model with provably efficient schedulers D Dinh, HV Simhadri, Y Tang Proceedings of the 28th ACM Symposium on Parallelism in Algorithms and …, 2016 | 16 | 2016 |

Combinable memory-block transactions GE Blelloch, PB Gibbons, SH Vardhan Proceedings of the twentieth annual symposium on Parallelism in algorithms …, 2008 | 15 | 2008 |

Gesturepod: Enabling on-device gesture-based interaction for white cane users SG Patil, DK Dennis, C Pabbaraju, N Shaheer, HV Simhadri, V Seshadri, ... Proceedings of the 32nd Annual ACM Symposium on User Interface Software and …, 2019 | 13* | 2019 |

EdgeML: Machine Learning for resource-constrained edge devices DK Dennis, Y Gaurkar, S Gopinath, C Gupta, M Jain, A Kumar, A Kusupati, ... URL https://github. com/Microsoft/EdgeML, 2020 | 11 | 2020 |

Program-Centric Cost Models for Locality and Parallelism HV Simhadri Computer Science Department, Carnegie Mellon University, 2013 | 10 | 2013 |

Brief announcement: Low depth cache-oblivious sorting GE Blelloch, PB Gibbons, HV Simhadri Proceedings of the twenty-first annual symposium on Parallelism in …, 2009 | 6 | 2009 |

DiskANN: Fast accurate billion-point nearest neighbor search on a single node S Jayaram Subramanya, F Devvrit, HV Simhadri, R Krishnawamy, ... Advances in Neural Information Processing Systems 32, 13771-13781, 2019 | 5* | 2019 |

Program-centric cost models for locality GE Blelloch, J Fineman, PB Gibbons, HV Simhadri Proceedings of the ACM SIGPLAN Workshop on Memory Systems Performance and …, 2013 | 5 | 2013 |

DROCC: Deep robust one-class classification S Goyal, A Raghunathan, M Jain, HV Simhadri, P Jain International Conference on Machine Learning, 3711-3721, 2020 | 3 | 2020 |

Rnnpool: Efficient non-linear pooling for ram constrained inference O Saha, A Kusupati, HV Simhadri, M Varma, P Jain arXiv preprint arXiv:2002.11921, 2020 | 3 | 2020 |