conftrace_

functional optimization

11 papers

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Co-occurring keywords

optimal transport (948) neural network (6616) convergence rate (607) reproducing kernel hilbert space (334) probability distribution (265) black-box optimization (183) correspondence analysis (2) principal inertia component (1) kernel mirror prox (1) measure optimization (1)

Papers

Analysis of Kernel Mirror Prox for Measure Optimization AISTATS 2024
Functional Bilevel Optimization for Machine Learning NIPS 2024
Nonparametric Iterative Machine Teaching ICML 2023
Certifiable Out-of-Distribution Generalization AAAI 2023
Variational Wasserstein gradient flow ICML 2022
Gradient-Based Algorithms for Machine Teaching CVPR 2021
Sinkhorn Barycenter via Functional Gradient Descent NIPS 2020
Black-Box Certification with Randomized Smoothing: A Functional Optimization Based Framework NIPS 2020
Correspondence Analysis Using Neural Networks AISTATS 2019
Bayesian Functional Optimisation with Shape Prior AAAI 2019
A Covariance Matrix Adaptation Evolution Strategy for Direct Policy Search in Reproducing Kernel Hilbert Space ACML 2017