| Asymptotics of Discrete Schr\" odinger Bridges via Chaos Decomposition Z Harchaoui, L Liu, S Pal arXiv preprint arXiv:2011.08963, 2020 | 11* | 2020 |
| Divergence frontiers for generative models: Sample complexity, quantization effects, and frontier integrals L Liu, K Pillutla, S Welleck, S Oh, Y Choi, Z Harchaoui Advances in Neural Information Processing Systems 34, 12930-12942, 2021 | 10 | 2021 |
| MAUVE scores for generative models: Theory and practice K Pillutla, L Liu, J Thickstun, S Welleck, S Swayamdipta, R Zellers, S Oh, ... Journal of Machine Learning Research 24 (356), 1-92, 2023 | 9 | 2023 |
| Entropy regularized optimal transport independence criterion L Liu, S Pal, Z Harchaoui International Conference on Artificial Intelligence and Statistics, 11247-11279, 2022 | 9 | 2022 |
| Stochastic Optimization for Spectral Risk Measures R Mehta, V Roulet, K Pillutla, L Liu, Z Harchaoui International Conference on Artificial Intelligence and Statistics, 10112-10159, 2023 | 7 | 2023 |
| Score-Based change detection for Gradient-Based learning machines L Liu, J Salmon, Z Harchaoui ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 6 | 2021 |
| Influence Diagnostics under Self-concordance J Fisher, L Liu, K Pillutla, Y Choi, Z Harchaoui International Conference on Artificial Intelligence and Statistics, 10028-10076, 2023 | 3 | 2023 |
| Orthogonal Statistical Learning with Self-Concordant Loss L Liu, C Cinelli, Z Harchaoui Conference on Learning Theory, 5253-5277, 2022 | 3 | 2022 |
| Distribution Embedding Networks for Generalization from a Diverse Set of Classification Tasks L Liu, MM Fard, S Zhao Transactions on Machine Learning Research, 2022 | 2 | 2022 |
| Statistical Divergences for Learning and Inference: Limit Laws and Non-Asymptotic Bounds L Liu University of Washington, 2022 | 1 | 2022 |
| Likelihood Score under Generalized Self-Concordance L Liu, Z Harchaoui NeurIPS 2022 Workshop on Score-Based Methods, 2022 | 1 | 2022 |
| The Rao, Wald, and Likelihood-Ratio Tests under Generalized Self-Concordance L Liu, Z Harchaoui ICASSP 2024, 2024 | | 2024 |
| Confidence Sets under Generalized Self-Concordance L Liu, Z Harchaoui arXiv preprint arXiv:2301.00260, 2022 | | 2022 |
| Discrete Schrödinger Bridges with Applications to Two-Sample Homogeneity Testing Z Harchaoui, L Liu, S Pal | | 2021 |
