Walter Karlen
5 papers · 2018–2020 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (10)
🌈
Renaissance Researcher
(6)
🗺️
Taxonomy Completionist
(20)
🚀
Conference Pioneer
📈
Trend Setter
Conferences
AAAI (3)
ICML (1)
NIPS (1)
Top co-authors
Keywords
feature importance
(2)
attention mechanism
(2)
causal inference
(2)
binary classification
(1)
uncertainty quantification
(1)
multitask learning
(1)
deep learning
(1)
granger causality
(1)
time series classification
(1)
multivariate time series
(1)
mixture of expert
(1)
treatment effect estimation
(1)
counterfactual reasoning
(1)
treatment effect
(1)
observational datum
(1)
model interpretation
(1)
causal learning
(1)
distant supervision
(1)
individual treatment effect
(1)
parkinson disease
(1)
Papers
Learning Counterfactual Representations for Estimating Individual Dose-Response Curves
AAAI 2020
CXPlain: Causal Explanations for Model Interpretation under Uncertainty
NIPS 2019
PhoneMD: Learning to Diagnose Parkinson’s Disease from Smartphone Data
AAAI 2019
Granger-Causal Attentive Mixtures of Experts: Learning Important Features with Neural Networks
AAAI 2019
Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care
ICML 2018