Sebastian Bruch
Orcid: 0000-0002-2469-8242Affiliations:
- Google Research
- University of Maryland, College Park, MD, USA (former)
According to our database1,
Sebastian Bruch
authored at least 44 papers
between 2010 and 2024.
Collaborative distances:
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Bibliography
2024
ACM Trans. Inf. Syst., September, 2024
An Approximate Algorithm for Maximum Inner Product Search over Streaming Sparse Vectors.
ACM Trans. Inf. Syst., March, 2024
ACM Trans. Inf. Syst., January, 2024
Pairing Clustered Inverted Indexes with kNN Graphs for Fast Approximate Retrieval over Learned Sparse Representations.
CoRR, 2024
Optimistic Query Routing in Clustering-based Approximate Maximum Inner Product Search.
CoRR, 2024
A Learning-to-Rank Formulation of Clustering-Based Approximate Nearest Neighbor Search.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
Proceedings of the 14th Italian Information Retrieval Workshop, 2024
Pairing Clustered Inverted Indexes with κ-NN Graphs for Fast Approximate Retrieval over Learned Sparse Representations.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024
2023
Found. Trends Inf. Retr., 2023
Proceedings of the IEEE International Conference on Web Intelligence and Intelligent Agent Technology, 2023
Shielded Learning for Resilience and Performance Based on Statistical Model Checking in Simulink.
Proceedings of the Bridging the Gap Between AI and Reality, 2023
ReNeuIR at SIGIR 2023: The Second Workshop on Reaching Efficiency in Neural Information Retrieval.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
2022
Report on the 1st Workshop on Reaching Efficiency in Neural Information Retrieval (ReNeuIR 2022) at SIGIR 2022.
SIGIR Forum, December, 2022
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022
2021
Proceedings of the WWW '21: The Web Conference 2021, 2021
2020
Learning Representations for Axis-Aligned Decision Forests through Input Perturbation.
CoRR, 2020
Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020
2019
Learning to Rank in Theory and Practice: From Gradient Boosting to Neural Networks and Unbiased Learning.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, 2019
An Analysis of the Softmax Cross Entropy Loss for Learning-to-Rank with Binary Relevance.
Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, 2019
Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, 2019
2014
IEEE Trans. Knowl. Data Eng., 2014
2013
ACM Trans. Inf. Syst., 2013
Document vector representations for feature extraction in multi-stage document ranking.
Inf. Retr., 2013
CoRR, 2013
Effectiveness/efficiency tradeoffs for candidate generation in multi-stage retrieval architectures.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the Advances in Information Retrieval, 2013
2012
Mr. LDA: a flexible large scale topic modeling package using variational inference in MapReduce.
Proceedings of the 21st World Wide Web Conference 2012, 2012
Fast candidate generation for two-phase document ranking: postings list intersection with bloom filters.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
2011
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011
2010
Proceedings of The Nineteenth Text REtrieval Conference, 2010