Kimia Nadjahi
9 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (6) π§ Keyword Pioneer π Conference Polyglot (3) π Interdisciplinary Bridge π Cross-Pollinator (11)
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Keyword Champion
(3)
Conferences
ICML (4)
NIPS (4)
ICLR (1)
Top co-authors
Keywords
optimal transport
(4)
sliced-wasserstein distance
(3)
generative modeling
(2)
random projection
(2)
generalization bound
(1)
pac-bayesian bound
(1)
probability divergence
(1)
integral probability metric
(1)
weak convergence
(1)
concentration of measure
(1)
distribution of slice
(1)
radon transform
(1)
wasserstein distance
(1)
sliced divergence
(1)
sliced wasserstein distance
(1)
asymptotic analysis
(1)
generative model
(1)
Papers
Optimal transport-based conformal prediction
ICML 2025
Federated Wasserstein Distance
ICLR 2024
Slicing Mutual Information Generalization Bounds for Neural Networks
ICML 2024
Asymmetry in Low-Rank Adapters of Foundation Models
ICML 2024
Shedding a PAC-Bayesian Light on Adaptive Sliced-Wasserstein Distances
ICML 2023
Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random Projections
NIPS 2021
Statistical and Topological Properties of Sliced Probability Divergences
NIPS 2020
Asymptotic Guarantees for Learning Generative Models with the Sliced-Wasserstein Distance
NIPS 2019
Generalized Sliced Wasserstein Distances
NIPS 2019