| On the variance of the Fisher information for deep learning A Soen, K Sun Advances in Neural Information Processing Systems 34, 5708-5719, 2021 | 13 | 2021 |
| Influence flowers of academic entities M Shin, A Soen, BT Readshaw, SM Blackburn, M Whitelaw, L Xie 2019 IEEE conference on visual analytics science and technology (VAST), 1-10, 2019 | 13 | 2019 |
| Interval-censored Hawkes processes MA Rizoiu, A Soen, S Li, P Calderon, LJ Dong, AK Menon, L Xie Journal of Machine Learning Research 23 (338), 1-84, 2022 | 8 | 2022 |
| UNIPoint: Universally Approximating Point Processes Intensities A Soen, A Mathews, D Grixti-Cheng, L Xie Proceedings of the AAAI Conference on Artificial Intelligence 35 (11), 9685 …, 2021 | 6 | 2021 |
| Fair Wrapping for Black-box Predictions A Soen, IM Alabdulmohsin, S Koyejo, Y Mansour, N Moorosi, R Nock, ... Advances in Neural Information Processing Systems 35, 21615-21627, 2022 | 4 | 2022 |
| Fair Densities via Boosting the Sufficient Statistics of Exponential Families A Soen, H Husain, R Nock Proceedings of the 40th International Conference on Machine Learning 202 …, 2023 | 3* | 2023 |
| Linking across data granularity: Fitting multivariate Hawkes processes to partially interval-censored data P Calderon, A Soen, MA Rizoiu arXiv preprint arXiv:2111.02062, 2021 | 2 | 2021 |
| Sampled transformer for point sets S Li, C Walder, A Soen, L Xie, M Liu arXiv preprint arXiv:2302.14346, 2023 | 1 | 2023 |
| 3D NLTE Lithium abundances for late-type stars in GALAH DR3 EX Wang, T Nordlander, S Buder, I Ciucă, A Soen, S Martell, M Ness, ... Monthly Notices of the Royal Astronomical Society 528 (3), 5394-5411, 2024 | | 2024 |
| Tradeoffs of Diagonal Fisher Information Matrix Estimators A Soen, K Sun arXiv preprint arXiv:2402.05379, 2024 | | 2024 |
| Tempered Calculus for ML: Application to Hyperbolic Model Embedding R Nock, E Amid, F Nielsen, A Soen, MK Warmuth arXiv preprint arXiv:2402.04163, 2024 | | 2024 |
