conftrace_

functional gradient

7 papers

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Co-occurring keywords

reproducing kernel hilbert space (334) kernel methods (1097) generative adversarial network (1944) gradient descent (1144) classification task (45) particle-based variational inference (8) non-parametric method (49) neural sampler (5) amortized svgd (1) doubly stochastic gradient (3)

Papers

Generative Particle Variational Inference via Estimation of Functional Gradients ICML 2021
Guided Learning of Nonconvex Models through Successive Functional Gradient Optimization ICML 2020
Functional Gradient Boosting based on Residual Network Perception ICML 2018
Gradient Layer: Enhancing the Convergence of Adversarial Training for Generative Models AISTATS 2018
Composite Functional Gradient Learning of Generative Adversarial Models ICML 2018
Modelling Policies in MDPs in Reproducing Kernel Hilbert Space AISTATS 2015
Scalable Kernel Methods via Doubly Stochastic Gradients NIPS 2014