Matt J. Kusner
8 papers · 2014–2023 · 6 conferences · across top CS/AI conferences
Achievements
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๐ Academic Marathon (9) ๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Conference Polyglot (6) ๐ Cross-Pollinator (12)
๐งญ
Keyword Pioneer
๐
Conference Polyglot
(6)
๐
Academic Marathon
(9)
๐ฑ
Topic Pioneer
๐
Trend Setter
๐
Conference Pioneer
Conferences
AISTATS (2)
UAI (2)
ICCV (1)
ICLR (1)
ICML (1)
JMLR (1)
Top co-authors
Research topics
Keywords
causal inference
(4)
additive noise model
(2)
algorithmic fairness
(1)
domain adaptation
(1)
point cloud
(1)
unsupervised domain adaptation
(1)
privacy-preserving learning
(1)
covariate shift
(1)
nonparametric estimation
(1)
sensitivity analysis
(1)
object classification
(1)
mean embedding
(1)
classifier cascade
(1)
variational autoencoder
(1)
decision tree
(1)
computational cost
(1)
molecule generation
(1)
treatment effect
(1)
causal model
(1)
symbolic regression
(1)
Papers
Adapting to Latent Subgroup Shifts via Concepts and Proxies
AISTATS 2023
Causal inference with treatment measurement error: a nonparametric instrumental variable approach
UAI 2022
Unsupervised Point Cloud Pre-Training via Occlusion Completion
ICCV 2021
The Sensitivity of Counterfactual Fairness to Unmeasured Confounding
UAI 2019
A Generative Model For Electron Paths
ICLR 2019
Grammar Variational Autoencoder
ICML 2017
Private Causal Inference
AISTATS 2016
Classifier Cascades and Trees for Minimizing Feature Evaluation Cost
JMLR 2014