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Oral
Wed Jul 21 11:00 PM -- 11:20 PM (KST)
Kernel Stein Discrepancy Descent
In Kernel Methods
Anna Korba · Pierre-Cyril Aubin-Frankowski · Szymon Majewski · Pierre Ablin
[ Paper ]
Spotlight
Wed Jul 21 11:20 PM -- 11:25 PM (KST)
Conditional Distributional Treatment Effect with Kernel Conditional Mean Embeddings and U-Statistic Regression
In Kernel Methods
Junhyung Park · Uri Shalit · Bernhard Schölkopf · Krikamol Muandet
[ Paper ]
Spotlight
Wed Jul 21 11:25 PM -- 11:30 PM (KST)
Generalised Lipschitz Regularisation Equals Distributional Robustness
In Kernel Methods
Zac Cranko · Zhan Shi · Xinhua Zhang · Richard Nock · Simon Kornblith
[ Paper ]
Spotlight
Wed Jul 21 11:30 PM -- 11:35 PM (KST)
Interpretable Stein Goodness-of-fit Tests on Riemannian Manifold
In Kernel Methods
Wenkai Xu · Takeru Matsuda
[ Paper ]
Spotlight
Wed Jul 21 11:35 PM -- 11:40 PM (KST)
An exact solver for the Weston-Watkins SVM subproblem
In Kernel Methods
Yutong Wang · Clay Scott
[ Paper ]
Spotlight
Wed Jul 21 11:40 PM -- 11:45 PM (KST)
Proximal Causal Learning with Kernels: Two-Stage Estimation and Moment Restriction
In Kernel Methods
Afsaneh Mastouri · Yuchen Zhu · Limor Gultchin · Anna Korba · Ricardo Silva · Matt J. Kusner · Arthur Gretton · Krikamol Muandet
[ Paper ]
Spotlight
Wed Jul 21 11:45 PM -- 11:50 PM (KST)
Faster Kernel Matrix Algebra via Density Estimation
In Kernel Methods
Arturs Backurs · Piotr Indyk · Cameron Musco · Tal Wagner
[ Paper ]
Q&A
Wed Jul 21 11:50 PM -- 11:55 PM (KST)
Q&A
In Kernel Methods