David Jensen
9 papers · 2007–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (7) π Academic Marathon (18)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
π
Conference Pioneer
β
The Questioner
Conferences
ICML (3)
ACL (1)
CLEAR (1)
ICLR (1)
JMLR (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
causal inference
(4)
observational datum
(2)
graphical model
(2)
treatment effect
(2)
latent confounder
(2)
gaussian process
(1)
likelihood ratio
(1)
empirical evaluation
(1)
fraud detection
(1)
observational study
(1)
hierarchical bayesian model
(1)
interventional measure
(1)
social network
(1)
synthetic datum
(1)
randomized controlled trial
(1)
causal estimate
(1)
causal model
(1)
probabilistic modeling
(1)
confounding adjustment
(1)
elliptical slice sampling
(1)
Papers
Compositional Models for Estimating Causal Effects
CLEAR 2025
How and Why to Use Experimental Data to Evaluate Methods for Observational Causal Inference
ICML 2021
Causal Inference using Gaussian Processes with Structured Latent Confounders
ICML 2020
Text and Causal Inference: A Review of Using Text to Remove Confounding from Causal Estimates
ACL 2020
Exploratory Not Explanatory: Counterfactual Analysis of Saliency Maps for Deep Reinforcement Learning
ICLR 2020
The Case for Evaluating Causal Models Using Interventional Measures and Empirical Data
NIPS 2019
Object Conditioning for Causal Inference
UAI 2019
Copy or Coincidence? A Model for Detecting Social Influence and Duplication Events
ICML 2013
Relational Dependency Networks
JMLR 2007