Karim Lounici
8 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (11) 🗺️ Taxonomy Completionist (22)
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Triple Crown
Conferences
NIPS (4)
ICML (2)
AISTATS (1)
ICLR (1)
Top co-authors
Keywords
stochastic processes
(1)
generative modeling
(1)
representation learning
(1)
multi-task learning
(1)
statistical inference
(1)
probabilistic modeling
(1)
transfer learning
(1)
uncertainty quantification
(1)
robust statistics
(1)
covariance estimation
(1)
outlier detection
(1)
reproducing kernel hilbert space
(1)
conditional probability
(1)
spectral analysis
(1)
trace norm regularization
(1)
low-rank representation
(1)
spectral estimation
(1)
reduced rank regression
(1)
conditional distribution
(1)
spectral decomposition
(1)
Papers
Laplace Transform Based Low-Complexity Learning of Continuous Markov Semigroups
ICML 2025
Learning invariant representations of time-homogeneous stochastic dynamical systems
ICLR 2024
Consistent Long-Term Forecasting of Ergodic Dynamical Systems
ICML 2024
Learning the Infinitesimal Generator of Stochastic Diffusion Processes
NIPS 2024
Neural Conditional Probability for Uncertainty Quantification
NIPS 2024
Multi-task Representation Learning with Stochastic Linear Bandits
AISTATS 2023
Robust covariance estimation with missing values and cell-wise contamination
NIPS 2023
Sharp Spectral Rates for Koopman Operator Learning
NIPS 2023