Sören Mindermann
7 papers · 2018–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Core AI
(4)
Learning Types
(3)
Optimization & Theory
(3)
Healthcare & Medicine
(2)
Application Areas
(2)
Clinical
(2)
Data Science & Analytics
(1)
Reinforcement Learning
(1)
Applications
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Methods
(1)
Keywords
causal inference
(3)
domain adaptation
(1)
data selection
(1)
curriculum learning
(1)
uncertainty quantification
(1)
question answering
(1)
inverse reinforcement learning
(1)
model uncertainty
(1)
covariate shift
(1)
sensitivity analysis
(1)
reward function
(1)
preference inference
(1)
propensity score
(1)
reward hacking
(1)
logistic regression
(1)
treatment effect estimation
(1)
uncertainty estimation
(1)
hidden confounding
(1)
planning algorithm
(1)
sample efficiency
(1)
Papers
How to Catch an AI Liar: Lie Detection in Black-Box LLMs by Asking Unrelated Questions
ICLR 2024
The Alignment Problem from a Deep Learning Perspective
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?
NeurIPS 2020
Identifying Causal-Effect Inference Failure with Uncertainty-Aware Models
NeurIPS 2020
Occam's razor is insufficient to infer the preferences of irrational agents
NeurIPS 2018