Speeding Up Percolator
Halloran, John T, Zhang, Hantian, Kara, Kaan, Renggli, Cédric, The, Matthew, Zhang, Ce, Rocke, David M, Käll, Lukas, Noble, William Stafford
Published in Journal of proteome research (06.09.2019)
Published in Journal of proteome research (06.09.2019)
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Journal Article
Decoding EEG Brain Activity for Multi-Modal Natural Language Processing
Hollenstein, Nora, Renggli, Cedric, Glaus, Benjamin, Barrett, Maria, Troendle, Marius, Langer, Nicolas, Zhang, Ce
Published in Frontiers in human neuroscience (13.07.2021)
Published in Frontiers in human neuroscience (13.07.2021)
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Journal Article
Stochastic gradient descent without full data shuffle: with applications to in-database machine learning and deep learning systems
Xu, Lijie, Qiu, Shuang, Yuan, Binhang, Jiang, Jiawei, Renggli, Cedric, Gan, Shaoduo, Kara, Kaan, Li, Guoliang, Liu, Ji, Wu, Wentao, Ye, Jieping, Zhang, Ce
Published in The VLDB journal (2024)
Published in The VLDB journal (2024)
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Journal Article
DeepSE-WF: Unified Security Estimation for Website Fingerprinting Defenses
Veicht, Alexander, Renggli, Cedric, Barradas, Diogo
Published in Proceedings on Privacy Enhancing Technologies (01.04.2023)
Published in Proceedings on Privacy Enhancing Technologies (01.04.2023)
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Journal Article
Automatic Feasibility Study via Data Quality Analysis for ML: A Case-Study on Label Noise
Renggli, Cedric, Rimanic, Luka, Kolar, Luka, Wu, Wentao, Zhang, Ce
Published in 2023 IEEE 39th International Conference on Data Engineering (ICDE) (01.04.2023)
Published in 2023 IEEE 39th International Conference on Data Engineering (ICDE) (01.04.2023)
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Conference Proceeding
Which Model to Transfer? Finding the Needle in the Growing Haystack
Renggli, Cedric, Pinto, Andre Susano, Rimanic, Luka, Puigcerver, Joan, Riquelme, Carlos, Zhang, Ce, Lucic, Mario
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
The Convergence of Sparsified Gradient Methods
Alistarh, Dan, Hoefler, Torsten, Johansson, Mikael, Khirirat, Sarit, Konstantinov, Nikola, Renggli, Cédric
Year of Publication 27.09.2018
Year of Publication 27.09.2018
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Journal Article
The Convergence of Sparsified Gradient Methods
Alistarh, Dan, Hoefler, Torsten, Johansson, Mikael, Khirirat, Sarit, Konstantinov, Nikola, Renggli, Cédric
Published in arXiv.org (27.09.2018)
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Published in arXiv.org (27.09.2018)
Paper
Dynamic Human Evaluation for Relative Model Comparisons
Thorleiksdóttir, Thórhildur, Renggli, Cedric, Hollenstein, Nora, Zhang, Ce
Year of Publication 15.12.2021
Year of Publication 15.12.2021
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Journal Article
Incremental IVF Index Maintenance for Streaming Vector Search
Mohoney, Jason, Pacaci, Anil, Chowdhury, Shihabur Rahman, Minhas, Umar Farooq, Pound, Jeffery, Renggli, Cedric, Reyhani, Nima, Ilyas, Ihab F, Rekatsinas, Theodoros, Venkataraman, Shivaram
Year of Publication 01.11.2024
Year of Publication 01.11.2024
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Journal Article
Co-design Hardware and Algorithm for Vector Search
Jiang, Wenqi, Li, Shigang, Zhu, Yu, de Fine Licht, Johannes, He, Zhenhao, Shi, Runbin, Renggli, Cedric, Zhang, Shuai, Rekatsinas, Theodoros, Hoefler, Torsten, Alonso, Gustavo
Published in SC23: International Conference for High Performance Computing, Networking, Storage and Analysis (11.11.2023)
Published in SC23: International Conference for High Performance Computing, Networking, Storage and Analysis (11.11.2023)
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Conference Proceeding
SHiFT: An Efficient, Flexible Search Engine for Transfer Learning
Renggli, Cedric, Yao, Xiaozhe, Kolar, Luka, Rimanic, Luka, Klimovic, Ana, Zhang, Ce
Year of Publication 04.04.2022
Year of Publication 04.04.2022
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Journal Article
Learning to Merge Tokens in Vision Transformers
Renggli, Cedric, Pinto, André Susano, Houlsby, Neil, Mustafa, Basil, Puigcerver, Joan, Riquelme, Carlos
Year of Publication 24.02.2022
Year of Publication 24.02.2022
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Journal Article