Magdalen Dobson

According to our database, Magdalen Dobson authored at least 8 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Results of the Big ANN: NeurIPS'23 competition.

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

CoRR, 2024

ParlayANN: Scalable and Deterministic Parallel Graph-Based Approximate Nearest Neighbor Search Algorithms.

Magdalen Dobson Manohar, Zheqi Shen, Guy E. Blelloch, Laxman Dhulipala, Yan Gu, Harsha Vardhan Simhadri, Yihan Sun

Proceedings of the 29th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2024

2023

Scaling Graph-Based ANNS Algorithms to Billion-Size Datasets: A Comparative Analysis.

Magdalen Dobson, Zheqi Shen, Guy E. Blelloch, Laxman Dhulipala, Yan Gu, Harsha Vardhan Simhadri, Yihan Sun

CoRR, 2023

The Geometry of Tree-Based Sorting.

Guy E. Blelloch, Magdalen Dobson

Proceedings of the 50th International Colloquium on Automata, Languages, and Programming, 2023

2022

The problem-based benchmark suite (PBBS), V2.

Daniel Anderson, Guy E. Blelloch, Laxman Dhulipala, Magdalen Dobson, Yihan Sun

Proceedings of the PPoPP '22: 27th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, Seoul, Republic of Korea, April 2, 2022

Parallel Nearest Neighbors in Low Dimensions with Batch Updates.

Guy E. Blelloch, Magdalen Dobson

Proceedings of the Symposium on Algorithm Engineering and Experiments, 2022

2021

The Log-Interleave Bound: Towards the Unification of Sorting and the BST Model.

Guy E. Blelloch, Magdalen Dobson

CoRR, 2021

2020

Multiagent Evaluation Mechanisms.

Tal Alon, Magdalen Dobson, Ariel D. Procaccia, Inbal Talgam-Cohen, Jamie Tucker-Foltz

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020