Development and validation of a deep learning algorithm for Gleason grading of prostate cancer from biopsy specimens K Nagpal, D Foote, F Tan, Y Liu, PHC Chen, DF Steiner, N Manoj, ... JAMA oncology 6 (9), 1372-1380, 2020 | 158 | 2020 |
Random Smoothing Might be Unable to Certify Robustness for High-Dimensional Images A Blum, T Dick, N Manoj, H Zhang Journal of machine learning research 21 (211), 1-21, 2020 | 76 | 2020 |
Quantifying perceptual distortion of adversarial examples M Jordan, N Manoj, S Goel, AG Dimakis arXiv preprint arXiv:1902.08265, 2019 | 29 | 2019 |
Excess capacity and backdoor poisoning N Manoj, A Blum Advances in Neural Information Processing Systems 34, 20373-20384, 2021 | 22 | 2021 |
Streaming algorithms for ellipsoidal approximation of convex polytopes Y Makarychev, NS Manoj, M Ovsiankin Conference on Learning Theory, 3070-3093, 2022 | 8 | 2022 |
Dueling optimization with a monotone adversary A Blum, M Gupta, G Li, NS Manoj, A Saha, Y Yang International Conference on Algorithmic Learning Theory, 221-243, 2024 | 3 | 2024 |
The change-of-measure method, block lewis weights, and approximating matrix block norms NS Manoj, M Ovsiankin arXiv preprint arXiv:2311.10013, 2023 | 3 | 2023 |
Shortest Program Interpolation Learning NS Manoj, N Srebro The Thirty Sixth Annual Conference on Learning Theory, 4881-4901, 2023 | 3* | 2023 |
Near-optimal streaming ellipsoidal rounding for general convex polytopes Y Makarychev, NS Manoj, M Ovsiankin Proceedings of the 56th Annual ACM Symposium on Theory of Computing, 1526-1537, 2024 | 2 | 2024 |
An optimal algorithm for certifying monotone functions M Gupta, NS Manoj Symposium on Simplicity in Algorithms (SOSA), 207-212, 2023 | 1 | 2023 |
On the Geometry of the Latent Space of Deep Generative Models N Manoj | | 2018 |