Danica J. Sutherland
31 papers · 2015–2025 · 7 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 7 separate collaboration groups - the largest holds only 42% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Danica J. Sutherland?
4 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Arthur Gretton, Michael Arbel, Mikołaj Bińkowski
9 papers
· 2018–2023
· NeurIPS, ICLR, AISTATS
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Efficient Conditionally Invariant Representation Learning
ICLR 2023
MMD-B-Fair: Learning Fair Representations with Statistical Testing
AISTATS 2023
Meta Two-Sample Testing: Learning Kernels for Testing with Limited Data
NeurIPS 2021
Self-Supervised Learning with Kernel Dependence Maximization
NeurIPS 2021
Learning Deep Kernels for Non-Parametric Two-Sample Tests
ICML 2020
Learning deep kernels for exponential family densities
ICML 2019
Demystifying MMD GANs
ICLR 2018
Efficient and principled score estimation with Nyström kernel exponential families
AISTATS 2018
On gradient regularizers for MMD GANs
NeurIPS 2018