conftrace_

maximum mean discrepancy

164 papers

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Also known as

MMD

Co-occurring keywords

kernel methods (1097) domain adaptation (4595) reproducing kernel hilbert space (334) two-sample test (51) optimal transport (948) distribution matching (127) hypothesis testing (254) generative adversarial network (1944) transfer learning (5449) kernel mean embedding (43)

Papers

Learning Kernel Tests Without Data Splitting NIPS 2020
More Powerful Selective Kernel Tests for Feature Selection AISTATS 2020
Log-Likelihood Ratio Minimizing Flows: Towards Robust and Quantifiable Neural Distribution Alignment NIPS 2020
Cross-Domain Adaptation with Discrepancy Minimization for Text-Independent Forensic Speaker Verification INTERSPEECH 2020
Learning Deep Kernels for Non-Parametric Two-Sample Tests ICML 2020
A Characteristic Function Approach to Deep Implicit Generative Modeling CVPR 2020
Distributionally Robust Bayesian Optimization AISTATS 2020
Topic Modeling with Wasserstein Autoencoders ACL 2019
Universal Hypothesis Testing with Kernels: Asymptotically Optimal Tests for Goodness of Fit AISTATS 2019
Improving representation learning in autoencoders via multidimensional interpolation and dual regularizations IJCAI 2019
Comparative Document Summarisation via Classification AAAI 2019
A maximum-mean-discrepancy goodness-of-fit test for censored data AISTATS 2019
Unsupervised Domain Adaptation by Matching Distributions Based on the Maximum Mean Discrepancy via Unilateral Transformations AAAI 2019
Cross-Corpus Speech Emotion Recognition Using Semi-Supervised Transfer Non-Negative Matrix Factorization with Adaptation Regularization INTERSPEECH 2019
Bayesian Posterior Approximation via Greedy Particle Optimization AAAI 2019
Distributionally Robust Optimization and Generalization in Kernel Methods NIPS 2019
Differentially Private Distributed Data Summarization under Covariate Shift NIPS 2019
Implicit Kernel Learning AISTATS 2019
Maximum Mean Discrepancy Gradient Flow NIPS 2019
Diversity-Inducing Policy Gradient: Using Maximum Mean Discrepancy to Find a Set of Diverse Policies IJCAI 2019
Sample Complexity of Sinkhorn Divergences AISTATS 2019
Sobolev Descent AISTATS 2019
Interpolating between Optimal Transport and MMD using Sinkhorn Divergences AISTATS 2019
AReS and MaRS Adversarial and MMD-Minimizing Regression for SDEs ICML 2019
MONK Outlier-Robust Mean Embedding Estimation by Median-of-Means ICML 2019