Kimia Nadjahi
10 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(8)
Mathematics & Optimization
(7)
Optimization & Theory
(7)
Optimization
(5)
Deep Learning
(4)
Mathematics
(4)
Artificial Intelligence
(3)
Core AI
(2)
Core Methods
(2)
Models
(2)
Architectures
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Keywords
optimal transport
(7)
sliced wasserstein distance
(5)
generalization bound
(3)
random projection
(2)
generative modeling
(2)
wasserstein distance
(2)
mutual information
(1)
generative model
(1)
pac-bayesian bound
(1)
convergence rate
(1)
conditional coverage
(1)
probability divergence
(1)
rate-distortion theory
(1)
integral probability metric
(1)
prediction region
(1)
weak convergence
(1)
concentration of measure
(1)
distribution of slice
(1)
geodesic interpolation
(1)
radon transform
(1)
Papers
CONVERGENCE RATES FOR DISTRIBUTION MATCHING WITH SLICED OPTIMAL TRANSPORT
COLT 2026
Optimal transport-based conformal prediction
ICML 2025
Asymmetry in Low-Rank Adapters of Foundation Models
ICML 2024
Federated Wasserstein Distance
ICLR 2024
Slicing Mutual Information Generalization Bounds for Neural Networks
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
NeurIPS 2021
Statistical and Topological Properties of Sliced Probability Divergences
NeurIPS 2020
Asymptotic Guarantees for Learning Generative Models with the Sliced-Wasserstein Distance
NeurIPS 2019
Generalized Sliced Wasserstein Distances
NeurIPS 2019