| 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 | 190 | 2023 |
| 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 | 76 | 2019 |
| 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 | 71* | 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 | 37* | 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 | 26 | 2021 |
| 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 | 21 | 2022 |
| Observer Dependent Lossy Image Compression M Weber, C Renggli, H Grabner, C Zhang 42nd German Conference on Pattern Recognition, 2020 | 21* | 2020 |
| 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 | 17 | 2022 |
| RedPajama: an Open Dataset for Training Large Language Models M Weber, D Fu, Q Anthony, Y Oren, S Adams, A Alexandrov, X Lyu, ... arXiv preprint arXiv:2411.12372, 2024 | 10 | 2024 |
| Predicting Properties of Quantum Systems with Conditional Generative Models H Wang, M Weber, J Izaac, CYY Lin arXiv preprint arXiv:2211.16943, 2022 | 10 | 2022 |
| 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 | 7 | 2022 |
| A deep learning approach for automated scoring of the Rey–Osterrieth complex figure N Langer, M Weber, BH Vieira, D Strzelczyk, L Wolf, A Pedroni, J Heitz, ... eLife 13, RP96017, 2024 | 3* | 2024 |
| 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, 26048-26068, 2023 | 3 | 2023 |
| Probabilistic Robustness Guarantees for Machine Learning Systems M Weber ETH Zurich, 2023 | 2 | 2023 |
| Multilingual Pretraining Using a Large Corpus Machine-Translated from a Single Source Language J Wang, Y Lu, M Weber, M Ryabinin, Y Chen, R Tang, P Stenetorp arXiv preprint arXiv:2410.23956, 2024 | | 2024 |
Ce ZhangTogether AI; University of ChicagoVerified email at together.xyz