A Unified Data Representation Learning for Non-parametric Two-sample TestingConference on Uncertainty in Artificial Intelligence (UAI), 2024 |
On Ranking-based Tests of IndependenceInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024 |
MMD-FUSE: Learning and Combining Kernels for Two-Sample Testing Without
Data SplittingNeural Information Processing Systems (NeurIPS), 2023 |
Auditing and Generating Synthetic Data with Controllable Trust
Trade-offsIEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), 2023 |
A Permutation-free Kernel Two-Sample TestNeural Information Processing Systems (NeurIPS), 2022 |
Efficient Aggregated Kernel Tests using Incomplete -statisticsNeural Information Processing Systems (NeurIPS), 2022 |
AutoML Two-Sample TestNeural Information Processing Systems (NeurIPS), 2022 |
KSD Aggregated Goodness-of-fit TestNeural Information Processing Systems (NeurIPS), 2022 |
MMD Aggregated Two-Sample TestJournal of machine learning research (JMLR), 2021 |