V. Karumanchi, G. Rioux, and Z. Goldfeld. "Approximation Analysis of the Entropic Penalty in Quadratic Programming." arXiv preprint. arXiv:2509.20031, 2025. ArXiv | Bibtex
G. Rioux, Z. Goldfeld, and K. Kato. "Limit Laws for Gromov-Wasserstein Alignment with Applications to Testing Graph Isomorphisms." arXiv preprint. arXiv:2410.18006, 2024. ArXiv | Bibtex
G. Rioux, Z. Goldfeld, and K. Kato. "Entropic Gromov-Wasserstein Distances: Stability and algorithms." Journal of Machine Learning Research. 25(363), 2024, pp.1-52. Paper | ArXiv | Bibtex
G. Rioux, A. Nitsure, M. Rigotti, K, Greenewald, and Y. Mroueh. "Multivariate stochastic dominance via optimal transport and applications to models benchmarking." Advances in Neural Information Processing Systems. 37, 2024, pp.39190-39223. Paper | ArXiv | Bibtex
Z. Goldfeld, K. Kato, S. Nietert, and G. Rioux. "Limit theorems for entropic optimal transport maps and the Sinkhorn divergence." Electronic Journal of Statistics. 34(2), 18(1), 2024, pp.980-1041. Paper | ArXiv | Bibtex
Z. Goldfeld, K. Kato, G. Rioux, and R. Sadhu. "Statistical inference with regularized optimal transport." Information and Inference: A Journal of the IMA. 13(1), 2024. Paper | ArXiv | Bibtex
Z. Goldfeld, K. Kato, S. Nietert, and G. Rioux. "Limit distribution theory for smooth p-Wasserstein distances." Annals of Applied Probability. 34(2), 2024, pp.2447-2487. Paper | ArXiv | Bibtex
G. Rioux, R. Choksi, T. Hoheisel, C. Scarvelis, and P. Maréchal. "The Maximum Entropy on the Mean Method for Image Deblurring." Inverse Problems. 37, 2021 (29 pp.). Paper | ArXiv | Bibtex
G. Rioux, C. Scarvelis, R. Choksi, T. Hoheisel, and P. Maréchal. "Blind Deblurring of Barcodes via Kullback-Leibler Divergence." IEEE Transactions on Pattern Analysis and Machine Intelligence. 43(1), 2021, pp.77-88. Paper | Bibtex
