Luka Rimanic
Luka Rimanic
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A Data Quality-Driven View of MLOps
C Renggli, L Rimanic, NM Gürel, B Karlaš, W Wu, C Zhang
arXiv preprint arXiv:2102.07750, 2021
Tss: Transformation-specific smoothing for robustness certification
L Li, M Weber, X Xu, L Rimanic, B Kailkhura, T Xie, C Zhang, B Li
Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications …, 2021
DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation
B Wang, F Wu, Y Long, L Rimanic, C Zhang, B Li
ACM CCS, 2021
Knowledge Enhanced Machine Learning Pipeline against Diverse Adversarial Attacks
NM Gürel, X Qi, L Rimanic, C Zhang, B Li
ICML, 2021
Ease. ML: A Lifecycle Management System for Machine Learning
L Aguilar Melgar, D Dao, S Gan, NM Gürel, N Hollenstein, J Jiang, ...
Proceedings of the Annual Conference on Innovative Data Systems Research …, 2021
On side lengths of corners in positive density subsets of the Euclidean space
P Durcik, V Kovač, L Rimanić
International Mathematics Research Notices 2018 (22), 6844-6869, 2018
Which model to transfer? finding the needle in the growing haystack
C Renggli, AS Pinto, L Rimanic, J Puigcerver, C Riquelme, C Zhang, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
Fine-tuning Language Models over Slow Networks using Activation Quantization with Guarantees.
J Wang, B Yuan, L Rimanic, Y He, T Dao, B Chen, C Ré, Z Ce
Proceedings of the Thirty-sixth Conference on Neural Information Processing …, 2022
On Convergence of Nearest Neighbor Classifiers over Feature Transformations
L Rimanic, C Renggli, B Li, C Zhang
Advances in Neural Information Processing System 33, 2020
Evaluating Bayes Error Estimators on Read-World Datasets with FeeBee
C Renggli, L Rimanic, N Hollenstein, C Zhang
arXiv preprint arXiv:2108.13034, 2021
Ease. ml/snoopy in action: towards automatic feasibility analysis for machine learning application development
C Renggli, L Rimanic, L Kolar, W Wu, C Zhang
Proceedings of the VLDB Endowment 13 (12), 2837-2840, 2020
Lonely runners in function fields
S Chow, L Rimanić
Mathematika 65 (3), 677-701, 2019
SHiFT: An Efficient, Flexible Search Engine for Transfer Learning
C Renggli, X Yao, L Kolar, L Rimanic, A Klimovic, C Zhang
arXiv preprint arXiv:2204.01457, 2022
Szemerédi's Theorem in the Primes
L Rimanić, J Wolf
Proceedings of the Edinburgh Mathematical Society 62 (2), 443-457, 2019
Automatic Feasibility Study via Data Quality Analysis for ML: A Case-Study on Label Noise
C Renggli, L Rimanic, L Kolar, W Wu, C Zhang
IEEE International Conference on Data Engineering (ICDE), 2023
Arithmetic progressions, corners and loneliness
L Rimanić
University of Bristol, 2018
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