Articles by Kimia Nadjahi | Synthical

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12

Slicing Unbalanced Optimal Transport

3 February 2025 by Clément Bonet and others

Machine Learning, Optimization and Control

Optimal Transport-based Conformal Prediction

31 January 2025 by Gauthier Thurin and others at

Machine Learning

Slicing Mutual Information Generalization Bounds for Neural Networks

6 June 2024 by Kimia Nadjahi and others

Machine Learning

Asymmetry in Low-Rank Adapters of Foundation Models

1

27 February 2024 by Jiacheng Zhu and others at

University of Oxford

Machine Learning

Federated Wasserstein Distance

3 October 2023 by Alain Rakotomamonjy and others

Machine Learning, Distributed, Parallel, and Cluster Computing

Shedding a PAC-Bayesian Light on Adaptive Sliced-Wasserstein Distances

31 October 2022 by Ruben Ohana and others

Machine Learning

Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections

4 January 2022 by Kimia Nadjahi and others

Machine Learning

Statistical and Topological Properties of Sliced Probability Divergences

3 January 2022 by Kimia Nadjahi and others

Machine Learning

Asymptotic Guarantees for Learning Generative Models with the Sliced-Wasserstein Distance

24 March 2020 by Kimia Nadjahi and others

Machine Learning

Approximate Bayesian Computation with the Sliced-Wasserstein Distance

6 March 2020 by Kimia Nadjahi and others

Computation, Methodology

Generalized Sliced Distances for Probability Distributions

28 February 2020 by Soheil Kolouri and others at

Machine Learning

Safe Policy Improvement with Soft Baseline Bootstrapping

11 July 2019 by Kimia Nadjahi and others

Machine Learning, Artificial Intelligence

Generalized Sliced Wasserstein Distances

1 February 2019 by Soheil Kolouri and others

Machine Learning

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Machine Learning Distributed, Parallel, and Cluster Computing Optimization and Control Computation Methodology Artificial Intelligence