Kaan Kara
Kaan Kara
Systems Group, ETH Zürich
Verified email at inf.ethz.ch - Homepage
TitleCited byYear
Zipml: Training linear models with end-to-end low precision, and a little bit of deep learning
H Zhang, J Li, K Kara, D Alistarh, J Liu, C Zhang
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
74*2017
FPGA-accelerated dense linear machine learning: A precision-convergence trade-off
K Kara, D Alistarh, G Alonso, O Mutlu, C Zhang
2017 IEEE 25th Annual International Symposium on Field-Programmable Custom …, 2017
382017
Centaur: A framework for hybrid CPU-FPGA databases
M Owaida, D Sidler, K Kara, G Alonso
2017 IEEE 25th Annual International Symposium on Field-Programmable Custom …, 2017
312017
doppioDB: A hardware accelerated database
D Sidler, Z István, M Owaida, K Kara, G Alonso
Proceedings of the 2017 ACM International Conference on Management of Data …, 2017
292017
FPGA-based Data Partitioning
K Kara, J Giceva, G Alonso
Proceedings of the 2017 ACM International Conference on Management of Data …, 2017
252017
Fast and robust hashing for database operators
K Kara, G Alonso
2016 26th International Conference on Field Programmable Logic and …, 2016
102016
ColumnML: Column-Store Machine Learning with On-The-Fly Data Transformation
K Kara, K Eguro, C Zhang, G Alonso
Proceedings of the VLDB Endowment 12 (4), 2018
62018
Accelerating generalized linear models with MLWeaving: a one-size-fits-all system for any-precision learning
Z Wang, K Kara, H Zhang, G Alonso, O Mutlu, C Zhang
Proceedings of the VLDB Endowment 12 (7), 807-821, 2019
52019
doppioDB 1.0: Machine Learning inside a Relational Engine
G Alonso, Z Istvan, K Kara, M Owaida, D Sidler
Data Engineering, 19, 2019
32019
Compressive Sensing with Low Precision Data Representation: Radio Astronomy and Beyond
NM Gürel, K Kara, A Stojanov, T Smith, D Alistarh, M Püschel, C Zhang
CoRR, 2018
32018
Layerwise systematic scan: Deep Boltzmann machines and beyond
H Guo, K Kara, C Zhang
arXiv preprint arXiv:1705.05154, 2017
22017
Compressive Sensing with Low Precision Data Representation: Theory and Applications
NM Gürel, K Kara, A Stojanov, T Smith, D Alistarh, M Püschel, C Zhang
arXiv preprint arXiv:1802.04907, 2018
12018
Speeding Up Percolator
JT Halloran, H Zhang, K Kara, C Renggli, M The, C Zhang, DM Rocke, ...
Journal of proteome research 18 (9), 3353-3359, 2019
2019
doppioDB 2.0: hardware techniques for improved integration of machine learning into databases
K Kara, Z Wang, C Zhang, G Alonso
Proceedings of the VLDB Endowment 12 (12), 1818-1821, 2019
2019
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