Risk Assessment and Statistical Significance in the Age of Foundation Models
- Apoorva Nitsure
- Youssef Mroueh
- et al.
- 2023
- NeurIPS 2023
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42 results for Youssef Mroueh
Duality and Sample Complexity for the Gromov-Wasserstein Distance
- Zhengxin Zhang
- Ziv Goldfeld
- et al.
- 2023
- NeurIPS 2023
Optimizing Functionals on the Space of Probabilities with Input Convex Neural Network
- David Alvarez-Melis
- Yair Schiff
- et al.
- 2021
- NeurIPS 2021
Active learning of deep surrogates for PDEs: application to metasurface design
- Raphaël Pestourie
- Youssef Mroueh
- et al.
- 2020
- npj Computational Materials
Effective Dynamics of Generative Adversarial Networks
- Steven Durr
- Youssef Mroueh
- et al.
- 2023
- Physical Review X
Large-scale chemical language representations capture molecular structure and properties
- Jerret Ross
- Brian Belgodere
- et al.
- 2022
- Nature Machine Intelligence
Tabular Transformers for Modeling Multivariate Time Series
- Inkit Padhi
- Yair Schiff
- et al.
- 2021
- ICASSP 2021
On the Convergence of Gradient Descent in GANs: MMD GAN As a Gradient Flow
- Youssef Mroueh
- Truyen V. Nguyen
- 2021
- AISTATS 2021
Wasserstein Style Transfer
- 2020
- AISTATS 2020
Cycle Consistent Probability Divergences Across Different Spaces
- Zhengxin Zhang
- Youssef Mroueh
- et al.
- 2022
- AISTATS 2022