Wesley Tansey
6 papers · 2015–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(5)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Mathematics & Optimization
(3)
Mathematics
(3)
Deep Learning
(1)
Architectures
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types
(1)
Optimization
(1)
Keywords
deep neural network
(2)
hypothesis testing
(2)
false discovery rate
(2)
sparse estimation
(1)
feature importance
(1)
statistical testing
(1)
mutual information
(1)
discrete optimization
(1)
quantile regression
(1)
exponential family
(1)
statistical hypothesis testing
(1)
exponential families
(1)
conditional independence
(1)
mean squared error
(1)
markov random field
(1)
graphical model
(1)
minimax rate
(1)
empirical baye
(1)
conditional independence test
(1)
neural network approximation
(1)
Papers
Scalable Causal Structure Learning via Amortized Conditional Independence Testing
CLeaR 2025
DIET: Conditional independence testing with marginal dependence measures of residual information
AISTATS 2023
Quantile regression with ReLU Networks: Estimators and minimax rates
JMLR 2022
Deep Direct Likelihood Knockoffs
NeurIPS 2020
Black Box FDR
ICML 2018
Vector-Space Markov Random Fields via Exponential Families
ICML 2015