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ORCIDMagdalen Dobson
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- affiliation: Carnegie Mellon University, PA, USA
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2020 – today
- 2025
[j2]Nitish Upreti, Harsha Vardhan Simhadri, Hari Sudan Sundar, Krishnan Sundaram, Samer Boshra, Balachandar Perumalswamy, Shivam Atri, Martin Chisholm, Revti Raman Singh, Greg Yang, Tamara Hass, Nitesh Dudhey, Subramanyam Pattipaka, Mark Hildebrand, Magdalen Dobson, Jack Moffitt, Haiyang Xu, Naren Datha, Suryansh Gupta, Ravishankar Krishnaswamy, Prashant Gupta, Abhishek Sahu, Hemeswari Varada, Sudhanshu Barthwal, Ritika Mor, James Codella, Shaun Cooper, Kevin Pilch, Simon Moreno, Aayush Kataria, Santosh Kulkarni, Neil Deshpande, Amar Sagare, Dinesh Billa, Zishan Fu, Vipul Vishal:
Cost-Effective, Low Latency Vector Search with Azure Cosmos DB. Proc. VLDB Endow. 18(12): 5166-5183 (2025)- [c6]Magdalen Dobson Manohar
, Yuanhao Wei, Guy E. Blelloch:
CLEANN: Lock-Free Augmented Trees for Low-Dimensional κ-Nearest Neighbor Search. SPAA 2025: 131-143 - [i7]Magdalen Dobson Manohar, Taekseung Kim, Guy E. Blelloch:
Range Retrieval with Graph-Based Indices. CoRR abs/2502.13245 (2025) - [i6]Haike Xu, Magdalen Dobson Manohar, Philip A. Bernstein, Badrish Chandramouli, Richard Wen, Harsha Vardhan Simhadri:
In-Place Updates of a Graph Index for Streaming Approximate Nearest Neighbor Search. CoRR abs/2502.13826 (2025) - [i5]Nitish Upreti, Krishnan Sundaram, Hari Sudan Sundar, Samer Boshra, Balachandar Perumalswamy, Shivam Atri, Martin Chisholm, Revti Raman Singh, Greg Yang, Subramanyam Pattipaka, Tamara Hass, Nitesh Dudhey, James Codella, Mark Hildebrand, Magdalen Dobson Manohar, Jack Moffitt, Haiyang Xu, Naren Datha, Suryansh Gupta, Ravishankar Krishnaswamy, Prashant Gupta, Abhishek Sahu, Ritika Mor, Santosh Kulkarni, Hemeswari Varada, Sudhanshu Barthwal, Amar Sagare, Dinesh Billa, Zishan Fu, Neil Deshpande, Shaun Cooper, Kevin Pilch, Simon Moreno, Aayush Kataria, Vipul Vishal, Harsha Vardhan Simhadri:
Cost-Effective, Low Latency Vector Search with Azure Cosmos DB. CoRR abs/2505.05885 (2025) - 2024
- [j1]Ravishankar Krishnaswamy, Magdalen Dobson Manohar, Harsha Vardhan Simhadri:
The DiskANN library: Graph-Based Indices for Fast, Fresh and Filtered Vector Search. IEEE Data Eng. Bull. 48(3): 20-42 (2024) - [c5]Magdalen Dobson Manohar, Zheqi Shen, Guy E. Blelloch, Laxman Dhulipala, Yan Gu, Harsha Vardhan Simhadri, Yihan Sun:
ParlayANN: Scalable and Deterministic Parallel Graph-Based Approximate Nearest Neighbor Search Algorithms. PPoPP 2024: 270-285 - [i4]Harsha Vardhan Simhadri, Martin Aumüller, Amir Ingber, Matthijs Douze, George Williams, Magdalen Dobson Manohar, Dmitry Baranchuk, Edo Liberty, Frank Liu, Benjamin Landrum, Mazin Karjikar, Laxman Dhulipala, Meng Chen, Yue Chen, Rui Ma, Kai Zhang, Yuzheng Cai, Jiayang Shi, Yizhuo Chen, Weiguo Zheng, Zihao Wan, Jie Yin, Ben Huang:
Results of the Big ANN: NeurIPS'23 competition. CoRR abs/2409.17424 (2024) - 2023
- [c4]Guy E. Blelloch, Magdalen Dobson:
The Geometry of Tree-Based Sorting. ICALP 2023: 26:1-26:19 - [i3]Magdalen Dobson, Zheqi Shen, Guy E. Blelloch, Laxman Dhulipala, Yan Gu, Harsha Vardhan Simhadri, Yihan Sun:
Scaling Graph-Based ANNS Algorithms to Billion-Size Datasets: A Comparative Analysis. CoRR abs/2305.04359 (2023) - 2022
- [c3]Guy E. Blelloch, Magdalen Dobson:
Parallel Nearest Neighbors in Low Dimensions with Batch Updates. ALENEX 2022: 195-208 - [c2]Daniel Anderson, Guy E. Blelloch, Laxman Dhulipala, Magdalen Dobson, Yihan Sun:
The problem-based benchmark suite (PBBS), V2. PPoPP 2022: 445-447 - 2021
- [i2]Guy E. Blelloch, Magdalen Dobson:
The Log-Interleave Bound: Towards the Unification of Sorting and the BST Model. CoRR abs/2110.11836 (2021) - [i1]Magdalen Dobson, Guy E. Blelloch:
Parallel Nearest Neighbors in Low Dimensions with Batch Updates. CoRR abs/2111.04182 (2021) - 2020
- [c1]Tal Alon, Magdalen Dobson, Ariel D. Procaccia, Inbal Talgam-Cohen, Jamie Tucker-Foltz:
Multiagent Evaluation Mechanisms. AAAI 2020: 1774-1781
Coauthor Index
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