Kimia Nadjahi

27 papers A* 9Misc 2Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Convergence Rates for Distribution Matching with Sliced Optimal Transport.
CoRR
Gauthier Thurin, Claire Boyer, Kimia Nadjahi
2025 J jnl
Optimal Transport-based Conformal Prediction.
CoRR
Gauthier Thurin, Kimia Nadjahi, Claire Boyer
2025 A* conf
Optimal transport-based conformal prediction.
ICML
Gauthier Thurin, Kimia Nadjahi, Claire Boyer
2025 J jnl
Slicing Unbalanced Optimal Transport.
Trans. Mach. Learn. Res.
Clément Bonet, Kimia Nadjahi, Thibault Séjourné, Kilian Fatras, Nicolas Courty
2025 J jnl
Tighter CMI-Based Generalization Bounds via Stochastic Projection and Quantization.
CoRR
Milad Sefidgaran, Kimia Nadjahi, Abdellatif Zaidi
2024 A* conf
Asymmetry in Low-Rank Adapters of Foundation Models.
ICML
Jiacheng Zhu, Kristjan H. Greenewald, Kimia Nadjahi, Haitz Sáez de Ocáriz Borde, Rickard Brüel Gabrielsson, Leshem Choshen, Marzyeh Ghassemi, Mikhail Yurochkin, Justin Solomon
2024 J jnl
Asymmetry in Low-Rank Adapters of Foundation Models.
CoRR
Jiacheng Zhu, Kristjan H. Greenewald, Kimia Nadjahi, Haitz Sáez de Ocáriz Borde, Rickard Brüel Gabrielsson, Leshem Choshen, Marzyeh Ghassemi, Mikhail Yurochkin, Justin Solomon
2024 A* conf
Federated Wasserstein Distance.
ICLR
Alain Rakotomamonjy, Kimia Nadjahi, Liva Ralaivola
2024 A* conf
Slicing Mutual Information Generalization Bounds for Neural Networks.
ICML
Kimia Nadjahi, Kristjan H. Greenewald, Rickard Brüel Gabrielsson, Justin Solomon
2024 J jnl
Slicing Mutual Information Generalization Bounds for Neural Networks.
CoRR
Kimia Nadjahi, Kristjan H. Greenewald, Rickard Brüel Gabrielsson, Justin Solomon
2023 J jnl
Federated Wasserstein Distance.
CoRR
Alain Rakotomamonjy, Kimia Nadjahi, Liva Ralaivola
2023 A* conf
Shedding a PAC-Bayesian Light on Adaptive Sliced-Wasserstein Distances.
ICML
Ruben Ohana, Kimia Nadjahi, Alain Rakotomamonjy, Liva Ralaivola
2023 J jnl
Unbalanced Optimal Transport meets Sliced-Wasserstein.
CoRR
Thibault Séjourné, Clément Bonet, Kilian Fatras, Kimia Nadjahi, Nicolas Courty
2022 Misc conf
Generalized Sliced Probability Metrics.
ICASSP
Soheil Kolouri, Kimia Nadjahi, Shahin Shahrampour, Umut Simsekli
2022 J jnl
Shedding a PAC-Bayesian Light on Adaptive Sliced-Wasserstein Distances.
CoRR
Ruben Ohana, Kimia Nadjahi, Alain Rakotomamonjy, Liva Ralaivola
2021 A* conf
Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections.
NeurIPS
Kimia Nadjahi, Alain Durmus, Pierre E. Jacob, Roland Badeau, Umut Simsekli
2021 J jnl
Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections.
CoRR
Kimia Nadjahi, Alain Durmus, Pierre E. Jacob, Roland Badeau, Umut Simsekli
2020 Misc conf
Approximate Bayesian Computation with the Sliced-Wasserstein Distance.
ICASSP
Kimia Nadjahi, Valentin De Bortoli, Alain Durmus, Roland Badeau, Umut Simsekli
2020 J jnl
Generalized Sliced Distances for Probability Distributions.
CoRR
Soheil Kolouri, Kimia Nadjahi, Umut Simsekli, Shahin Shahrampour
2020 A* conf
Statistical and Topological Properties of Sliced Probability Divergences.
NeurIPS
Kimia Nadjahi, Alain Durmus, Lénaïc Chizat, Soheil Kolouri, Shahin Shahrampour, Umut Simsekli
2020 J jnl
Statistical and Topological Properties of Sliced Probability Divergences.
CoRR
Kimia Nadjahi, Alain Durmus, Lénaïc Chizat, Soheil Kolouri, Shahin Shahrampour, Umut Simsekli
2019 A* conf
Asymptotic Guarantees for Learning Generative Models with the Sliced-Wasserstein Distance.
NeurIPS
Kimia Nadjahi, Alain Durmus, Umut Simsekli, Roland Badeau
2019 J jnl
Asymptotic Guarantees for Learning Generative Models with the Sliced-Wasserstein Distance.
CoRR
Kimia Nadjahi, Alain Durmus, Umut Simsekli, Roland Badeau
2019 A* conf
Generalized Sliced Wasserstein Distances.
NeurIPS
Soheil Kolouri, Kimia Nadjahi, Umut Simsekli, Roland Badeau, Gustavo K. Rohde
2019 J jnl
Generalized Sliced Wasserstein Distances.
CoRR
Soheil Kolouri, Kimia Nadjahi, Umut Simsekli, Roland Badeau, Gustavo K. Rohde
2019 — conf
Safe Policy Improvement with Soft Baseline Bootstrapping.
ECML/PKDD (3)
Kimia Nadjahi, Romain Laroche, Rémi Tachet des Combes
2019 J jnl
Safe Policy Improvement with Soft Baseline Bootstrapping.
CoRR
Kimia Nadjahi, Romain Laroche, Rémi Tachet des Combes