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Sebastian Bruch
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Mr. LDA: A flexible large scale topic modeling package using variational inference in mapreduce
K Zhai, J Boyd-Graber, SN Bruch, ML Alkhouja
Proceedings of the 21st international conference on World Wide Web, 879-888, 2012
2102012
TF-Ranking: Scalable TensorFlow Library for Learning-to-Rank
RK Pasumarthi, S Bruch, X Wang, C Li, M Bendersky, M Najork, J Pfeifer, ...
Proceedings of the 25th ACM SIGKDD International Conference on Knowledgeá…, 2019
1582019
Effectiveness/efficiency tradeoffs for candidate generation in multi-stage retrieval architectures
SN Bruch, J Lin
Proceedings of the 36th international ACM SIGIR conference on Research andá…, 2013
1152013
Learning Groupwise Multivariate Scoring Functions Using Deep Neural Networks
Q Ai, X Wang, S Bruch, N Golbandi, M Bendersky, M Najork
982019
An Analysis of the Softmax Cross Entropy Loss for Learning-to-Rank with Binary Relevance
S Bruch, X Wang, M Bendersky, M Najork
Proceedings of the 2019 ACM SIGIR International Conference on Theory ofá…, 2019
942019
Runtime optimizations for tree-based machine learning models
SN Bruch, J Lin, AP De Vries
IEEE transactions on Knowledge and Data Engineering 26 (9), 2281-2292, 2013
902013
Revisiting Approximate Metric Optimization in the Age of Deep Neural Networks
S Bruch, M Zoghi, M Bendersky, M Najork
Proceedings of the 42nd International ACM SIGIR Conference on Research andá…, 2019
752019
A Stochastic Treatment of Learning to Rank Scoring Functions
S Bruch, S Han, M Bendersky, M Najork
Proceedings of the 13th ACM International Conference on Web Search and Dataá…, 2020
742020
An Alternative Cross Entropy Loss for Learning-to-Rank
S Bruch
Proceedings of The Web Conference 2021 (WWW 2021), 2021
502021
Pseudo test collections for learning web search ranking functions
SN Bruch, D Metzler, T Elsayed, J Lin
Proceedings of the 34th international ACM SIGIR conference on Research andá…, 2011
492011
Document vector representations for feature extraction in multi-stage document ranking
SN Bruch, J Lin
Information retrieval 16, 747-768, 2013
392013
Fast candidate generation for real-time tweet search with bloom filter chains
SN Bruch, J Lin
ACM Transactions on Information Systems (TOIS) 31 (3), 1-36, 2013
392013
Training efficient tree-based models for document ranking
SN Bruch, J Lin
European Conference on Information Retrieval, 146-157, 2013
392013
Fast candidate generation for two-phase document ranking: Postings list intersection with Bloom filters
SN Bruch, J Lin
Proceedings of the 21st ACM international conference on Information andá…, 2012
292012
An Analysis of Fusion Functions for Hybrid Retrieval
S Bruch, S Gai, A Ingber
ACM Transactions on Information Systems 42 (1), 1-35, 2023
172023
Dynamic memory allocation policies for postings in real-time twitter search
SN Bruch, J Lin, M Busch
Proceedings of the 19th ACM SIGKDD international conference on Knowledgeá…, 2013
152013
Efficient and Effective Tree-based and Neural Learning to Rank
S Bruch, C Lucchese, FM Nardini
Foundations and Trends« in Information Retrieval 17 (1), 1-123, 2023
142023
UMD and USC/ISI: TREC 2010 Web Track Experiments with Ivory.
T Elsayed, SN Bruch, L Wang, JJ Lin, D Metzler
TREC, 2010
122010
Yggdrasil Decision Forests: A Fast and Extensible Decision Forests Library
M Guillame-Bert, S Bruch, R Stotz, J Pfeifer
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery andá…, 2023
11*2023
ReNeuIR: Reaching Efficiency in Neural Information Retrieval
S Bruch, C Lucchese, FM Nardini
Proceedings of the 45th International ACM SIGIR Conference on Research andá…, 2022
102022
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