Sören Mindermann
7 papers · 2018–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(20)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
❓
The Questioner
Conferences
NIPS (3)
ICLR (2)
ICML (2)
Top co-authors
Keywords
causal inference
(3)
sample efficiency
(1)
domain adaptation
(1)
curriculum learning
(1)
uncertainty quantification
(1)
inverse reinforcement learning
(1)
model uncertainty
(1)
covariate shift
(1)
sensitivity analysis
(1)
reward function
(1)
preference inference
(1)
propensity score
(1)
data selection
(1)
treatment effect estimation
(1)
uncertainty estimation
(1)
hidden confounding
(1)
planning algorithm
(1)
training acceleration
(1)
robustness analysis
(1)
individual treatment effect
(1)
Papers
The Alignment Problem from a Deep Learning Perspective
ICLR 2024
How to Catch an AI Liar: Lie Detection in Black-Box LLMs by Asking Unrelated Questions
ICLR 2024
Prioritized Training on Points that are Learnable, Worth Learning, and not yet Learnt
ICML 2022
Quantifying Ignorance in Individual-Level Causal-Effect Estimates under Hidden Confounding
ICML 2021
How Robust are the Estimated Effects of Nonpharmaceutical Interventions against COVID-19?
NIPS 2020
Identifying Causal-Effect Inference Failure with Uncertainty-Aware Models
NIPS 2020
Occam's razor is insufficient to infer the preferences of irrational agents
NIPS 2018