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Avatar for Jia-Jie Zhu

Jia-Jie Zhu

jjzhu
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Decks

Contrasting and combining Wasserstein and Fisher-Rao gradient flows for relative entropy minimization
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12
Federated ADMM from Bayesian Duality
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11
Convergence theory and application of distribution optimization: Non-convexity, particle approximation, and diffusion models
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14
Score Learning under the Manifold Hypothesis: Theory and Implications for Data Science
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17
Oliver Tse (Eindhoven University of Technology, Netherlands) Variational Acceleration Methods in the Space of Probability Measures
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270
Olga Mula (Eindhoven University of Technology, Netherlands) Reduced Models in Wasserstein Spaces for Forward and Inverse Problems
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180
Chaoyue Zhao (University of Washington, Seattle, USA) Provably Convergent Policy Optimization via Metric-aware Trust Region Methods
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160
Guillaume Carlier (Université Paris Dauphine - PSL, France) Displacement Smoothness of Entropic Optimal Transport and Applications to some Evolution Equations and Systems
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280
Virginie Ehrlacher (ENPC & INRIA, Paris, France) Sparse Approximation of Multi-marginal Quantum Optimal Transport Problems with Moment Constraints: Application to Quantum Chemistry
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160
Gabriel Peyré (CNRS & ENS, Paris, France) Sparsistency for Inverse Optimal Transport
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240
Xue-Mei Li (École Polytechnique Fédérale de Lausanne, Switzerland) Coarse Extrinsic Curvature
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220
Mi Jung Park (Technical University of Denmark, Denmark) Privacy-preserving Data Generation in the Era of Foundation Models: Generative Transfer Learning with Differential Privacy
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160
Taiji Suzuki (University of Tokyo, Japan) Convergence of mean field Langevin dynamics and its application to neural network feature learning
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440
Wuchen Li (University of South Carolina, Columbia, USA) Information Gamma Calculus: Convexity Analysis for Stochastic Differential Equations
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270
Julie Delon (Université Paris-Cité, France) Optimal Transport with Invariances between Gaussian Mixture Models
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260
Jiaxin Shi (Google DeepMind, London, UK) Stein’s Method for Modern Machine Learning: From Gradient Estimation to Generative Modeling
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620
Laetitia Chapel (Université de Bretagne-Sud & Institut Agro, France) Fast Optimal Transport through Sliced Generalized Wasserstein Geodesics
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140
Massimiliano Pontil (IIT Genoa & UC London, Italy & UK) Transfer Operator Learning
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200

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