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Andreas Pfadler
Andreas Pfadler
Lead Data Scientist, Clarivate
Verified email at clarivate.com
Title
Cited by
Cited by
Year
POG: personalized outfit generation for fashion recommendation at Alibaba iFashion
W Chen, P Huang, J Xu, X Guo, C Guo, F Sun, C Li, A Pfadler, H Zhao, ...
Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019
1792019
On integrability of Hirota-Kimura type discretizations
M Petrera, A Pfadler, YB Suris
Regular and Chaotic Dynamics 16, 245-289, 2011
732011
FLAT: Fast, Lightweight and Accurate Method for Cardinality Estimation
R Zhu, Z Wu, Y Han, K Zeng, A Pfadler, Z Qian, J Zhou, B Cui
arXiv preprint arXiv:2011.09022, accepted for publication at VLDB, 2020
612020
Cardinality estimation in dbms: A comprehensive benchmark evaluation
Y Han, Z Wu, P Wu, R Zhu, J Yang, LW Tan, K Zeng, G Cong, Y Qin, ...
arXiv preprint arXiv:2109.05877, 2021
552021
On integrability of Hirota–Kimura-type discretizations: experimental study of the discrete Clebsch system
M Petrera, A Pfadler, YB Suris
Experimental Mathematics 18 (2), 223-247, 2009
422009
Billion-scale recommendation with heterogeneous side information at taobao
A Pfadler, H Zhao, J Wang, L Wang, P Huang, DL Lee
2020 IEEE 36th International Conference on Data Engineering (ICDE), 1667-1676, 2020
192020
Efficient and Scalable Structure Learning for Bayesian Networks: Algorithms and Applications
R Zhu, A Pfadler, Z Wu, Y Han, X Yang, F Ye, Z Qian, J Zhou, B Cui
arXiv preprint arXiv:2012.03540, accepted for publication at ICDE 2021, 2020
152020
Lero: A learning-to-rank query optimizer
R Zhu, W Chen, B Ding, X Chen, A Pfadler, Z Wu, J Zhou
Proceedings of the VLDB Endowment 16 (6), 1466-1479, 2023
142023
Learned Query Optimizer: At the Forefront of AI-Driven Databases.
R Zhu, Z Wu, C Chai, A Pfadler, B Ding, G Li, J Zhou
EDBT, 1-4, 2022
92022
Learning efficient parameter server synchronization policies for distributed SGD
R Zhu, S Yang, A Pfadler, Z Qian, J Zhou
International Conference on Learning Representations, 2019
92019
On the construction of elliptic solutions of integrable birational maps
M Petrera, A Pfadler, YB Suris, YN Fedorov
Experimental Mathematics 26 (3), 324-341, 2017
82017
FSPN: A New Class of Probabilistic Graphical Model
Z Wu, R Zhu, A Pfadler, Y Han, J Li, Z Qian, K Zeng, J Zhou
arXiv preprint arXiv:2011.09020, 2020
72020
FSPN: A New Class of Probabilistic Graphical Model. CoRR abs/2011.09020 (2020)
Z Wu, R Zhu, A Pfadler, Y Han, J Li, Z Qian, K Zeng, J Zhou
52011
Bilinear discretization of integrable quadratic vector fields: algebraic structure and algebro-geometric solutions
A Pfadler
PhD Thesis, Technische Universität Berlin, 2011
32011
Baihe: SysML Framework for AI-driven Databases
A Pfadler, R Zhu, W Chen, B Huang, T Zeng, B Ding, J Zhou
arXiv preprint arXiv:2112.14460, 2021
22021
Glue: Adaptively Merging Single Table Cardinality to Estimate Join Query Size
R Zhu, T Zeng, A Pfadler, W Chen, B Ding, J Zhou
arXiv preprint arXiv:2112.03458, 2021
22021
Detect emerging malware on cloud before VirusTotal can see it
T Nguyen, G Feng, A Pfadler, A Poliakova, A Fakeri-Tabrizi, H Liu, ...
The Journal on Cybercrime and Digital Investigations 7 (1), 7-16, 2022
2022
Detecting emerging malware in the cloud before VirusTotal can see it
T Nguyen, G Feng, A Pfadler, A Poliakova, A Fakeri-Tabrizi, H Liu, ...
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