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Sebastian Bruch
Sebastian Bruch
Northeastern University
northeastern.edu üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
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
2092012
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 Knowledge …, 2019
1692019
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 and …, 2013
1252013
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 of …, 2019
1242019
Learning Groupwise Multivariate Scoring Functions Using Deep Neural Networks
Q Ai, X Wang, S Bruch, N Golbandi, M Bendersky, M Najork
1232019
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
992013
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 and …, 2019
962019
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 Data …, 2020
872020
An Alternative Cross Entropy Loss for Learning-to-Rank
S Bruch
Proceedings of The Web Conference 2021 (WWW 2021), 2021
652021
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 and …, 2011
512011
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
412013
Document vector representations for feature extraction in multi-stage document ranking
SN Bruch, J Lin
Information retrieval 16, 747-768, 2013
392013
Training efficient tree-based models for document ranking
SN Bruch, J Lin
European Conference on Information Retrieval, 146-157, 2013
392013
An Analysis of Fusion Functions for Hybrid Retrieval
S Bruch, S Gai, A Ingber
ACM Transactions on Information Systems 42 (1), 1-35, 2023
372023
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 and …, 2012
292012
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 and …, 2023
25*2023
Foundations of Vector Retrieval
S Bruch
Springer Nature Switzerland, 2024
192024
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
182023
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 Knowledge …, 2013
162013
Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations
S Bruch, FM Nardini, C Rulli, R Venturini
Proceedings of the 47th International ACM SIGIR Conference on Research and …, 2024
152024
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