Experimental Analysis of Space-Bounded Schedulers von Simhadri, Harsha Vardhan, Blelloch, Guy E., Fineman, Jeremy T., Gibbons, Phillip B., Kyrola, Aapo

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MS MARCO Web Search: a Large-scale Information-rich Web Dataset with Millions of Real Click Labels von Chen, Qi, Geng, Xiubo, Rosset, Corby, Buractaon, Carolyn, Lu, Jingwen, Shen, Tao, Zhou, Kun, Xiong, Chenyan, Gong, Yeyun, Bennett, Paul, Craswell, Nick, Xie, Xing, Yang, Fan, Tower, Bryan, Rao, Nikhil, Dong, Anlei, Jiang, Wenqi, Liu, Zheng, Li, Mingqin, Liu, Chuanjie, Li, Zengzhong, Majumder, Rangan, Neville, Jennifer, Oakley, Andy, Risvik, Knut Magne, Harsha Vardhan Simhadri, Varma, Manik, Wang, Yujing, Yang, Linjun, Mao, Yang, Zhang, Ce

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Results of the Big ANN: NeurIPS'23 competition von Simhadri, Harsha Vardhan, Aumüller, Martin, Ingber, Amir, Douze, Matthijs, Williams, George, Manohar, Magdalen Dobson, Baranchuk, Dmitry, Liberty, Edo, Liu, Frank, Landrum, Ben, Karjikar, Mazin, Dhulipala, Laxman, Chen, Meng, Chen, Yue, Ma, Rui, Zhang, Kai, Cai, Yuzheng, Shi, Jiayang, Chen, Yizhuo, Zheng, Weiguo, Wan, Zihao, Yin, Jie, Huang, Ben

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BANG: Billion-Scale Approximate Nearest Neighbor Search using a Single GPU von V, Karthik, Khan, Saim, Singh, Somesh, Simhadri, Harsha Vardhan, Vedurada, Jyothi

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ParlayANN: Scalable and Deterministic Parallel Graph-Based Approximate Nearest Neighbor Search Algorithms von Manohar, Magdalen Dobson, Shen, Zheqi, Blelloch, Guy E, Dhulipala, Laxman, Gu, Yan, Simhadri, Harsha Vardhan, Sun, Yihan

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OOD-DiskANN: Efficient and Scalable Graph ANNS for Out-of-Distribution Queries von Jaiswal, Shikhar, Krishnaswamy, Ravishankar, Garg, Ankit, Simhadri, Harsha Vardhan, Agrawal, Sheshansh

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Results of the NeurIPS'21 Challenge on Billion-Scale Approximate Nearest Neighbor Search von Simhadri, Harsha Vardhan, Williams, George, Aumüller, Martin, Douze, Matthijs, Babenko, Artem, Baranchuk, Dmitry, Chen, Qi, Hosseini, Lucas, Krishnaswamy, Ravishankar, Srinivasa, Gopal, Subramanya, Suhas Jayaram, Wang, Jingdong

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FreshDiskANN: A Fast and Accurate Graph-Based ANN Index for Streaming Similarity Search von Singh, Aditi, Subramanya, Suhas Jayaram, Krishnaswamy, Ravishankar, Simhadri, Harsha Vardhan

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DROCC: Deep Robust One-Class Classification von Goyal, Sachin, Raghunathan, Aditi, Jain, Moksh, Simhadri, Harsha Vardhan, Jain, Prateek

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RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference von Saha, Oindrila, Kusupati, Aditya, Simhadri, Harsha Vardhan, Varma, Manik, Jain, Prateek

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Using Symmetry to Schedule Classical Matrix Multiplication von Simhadri, Harsha Vardhan

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Extending the Nested Parallel Model to the Nested Dataflow Model with Provably Efficient Schedulers von Dinh, David, Simhadri, Harsha Vardhan, Tang, Yuan

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Building a graph index and searching a corresponding dataset von Simhadri, Harsha Vardhan, Jayaram Subramanya, Suhas, Devvrit, Krishnaswamy, Ravishankar

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BUILDING A GRAPH INDEX AND SEARCHING A CORRESPONDING DATASET von JAYARAM SUBRAMANYA, Suhas, SIMHADRI, Harsha Vardhan, Devvrit, KRISHNASWAMY, Ravishankar

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Building a graph index and searching a corresponding dataset von Simhadri, Harsha Vardhan, Jayaram Subramanya, Suhas, Devvrit, Krishnaswamy, Ravishankar

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BANG: Billion-Scale Approximate Nearest Neighbor Search using a Single GPU von Karthik, V, Khan, Saim, Singh, Somesh, Harsha Vardhan Simhadri, Vedurada, Jyothi

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BUILDING A GRAPH INDEX AND SEARCHING A CORRESPONDING DATASET von DEVVRIT, JAYARAM SUBRAMANYA, Suhas, SIMHADRI, Harsha Vardhan, KRISHNASWAMY, Ravishankar

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ParlayANN: Scalable and Deterministic Parallel Graph-Based Approximate Nearest Neighbor Search Algorithms von Magdalen Dobson Manohar, Shen, Zheqi, Blelloch, Guy E, Dhulipala, Laxman, Gu, Yan, Harsha Vardhan Simhadri, Sun, Yihan

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FreshDiskANN: A Fast and Accurate Graph-Based ANN Index for Streaming Similarity Search von Singh, Aditi, Suhas Jayaram Subramanya, Ravishankar Krishnaswamy, Harsha Vardhan Simhadri

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Using Symmetry to Schedule Classical Matrix Multiplication von Harsha Vardhan Simhadri

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