Robust training of implicit generative models for multivariate and heavy-tailed distributions with an invariant statistical loss
Published in Journal of Machine Learning Research, 2026
Publications
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Journal Articles
Conference Papers
Approximating f-Divergences with Rank Statistics
Published in arxiv, 2026
Explicit density approximation for neural implicit samplers using a Bernstein-based convex divergence
Published in Published as a Spotlight paper at the 29th International Conference on Artificial Intelligence and Statistics (AISTATS), 2026
Training Implicit Generative Models via an Invariant Statistical Loss
Published in 27th International Conference on Artificial Intelligence and Statistics (AISTATS), 2024