Следене
Maurice Weber
Maurice Weber
AI Researcher at Together AI
Потвърден имейл адрес: together.ai - Начална страница
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Позовавания
Позовавания
Година
Rab: Provable Robustness against Backdoor Attacks
M Weber, X Xu, B Karlaš, C Zhang, B Li
2023 IEEE Symposium on Security and Privacy (SP), 2023
1392023
Towards device-agnostic mobile cough detection with convolutional neural networks
F Barata, K Kipfer, M Weber, P Tinschert, E Fleisch, T Kowatsch
2019 IEEE International Conference on Healthcare Informatics (ICHI), 1-11, 2019
722019
TSS: Transformation-Specific Smoothing for Robustness Certification
L Li, M Weber, X Xu, L Rimanic, B Kailkhura, T Xie, C Zhang, B Li
2021 ACM SIGSAC Conference on Computer and Communications Security (CCS '21), 2021
62*2021
Ease. ML: A Lifecycle Management System for MLDev and MLOps
L Aguilar, D Dao, S Gan, NM Gurel, N Hollenstein, J Jiang, B Karlas, ...
CIDR, 2021
34*2021
Optimal provable robustness of quantum classification via quantum hypothesis testing
M Weber, N Liu, B Li, C Zhang, Z Zhao
npj Quantum Information 7 (1), 76, 2021
172021
Observer Dependent Lossy Image Compression
M Weber, C Renggli, H Grabner, C Zhang
42nd German Conference on Pattern Recognition, 2020
17*2020
Certifying Out-of-Domain Generalization for Blackbox Functions
M Weber, L Li, B Wang, Z Zhao, B Li, C Zhang
39th International Conference on Machine Learning, 2022
152022
Certifying Some Distributional Fairness with Subpopulation Decomposition
M Kang, L Li, M Weber, Y Liu, C Zhang, B Li
Advances in Neural Information Processing Systems 35 (NeurIPS 2022), 2022
122022
Predicting Properties of Quantum Systems with Conditional Generative Models
H Wang, M Weber, J Izaac, CYY Lin
arXiv preprint arXiv:2211.16943, 2022
62022
Toward reliability in the nisq era: Robust interval guarantee for quantum measurements on approximate states
M Weber, A Anand, A Cervera-Lierta, JS Kottmann, TH Kyaw, B Li, ...
Physical Review Research 4 (3), 033217, 2022
62022
WordScape: a Pipeline to extract multilingual, visually rich Documents with Layout Annotations from Web Crawl Data
M Weber, C Siebenschuh, R Butler, A Alexandrov, V Thanner, G Tsolakis, ...
Advances in Neural Information Processing Systems 36, 2024
2024
Probabilistic Robustness Guarantees for Machine Learning Systems
M Weber
ETH Zurich, 2023
2023
The AI Neuropsychologist: Automatic scoring of memory deficits with deep learning
N Langer, M Weber, B Hebling Vieira, D Strzelczyk, L Wolf, A Pedroni, ...
bioRxiv, 2022.06. 15.496291, 2022
2022
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