Luise Ge
6 papers · 2024–2026 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(18)
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Renaissance Researcher
(6)
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(4)
Machine Learning
(3)
Bayesian & Probabilistic
(2)
Optimization & Theory
(2)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Robotics
(1)
Capabilities
(1)
Learning Types
(1)
Methods
(1)
Optimization
(1)
Reasoning
(1)
Keywords
first-order logic
(2)
lifted inference
(2)
probabilistic logic
(1)
sample complexity
(1)
knowledge base
(1)
reinforcement learning from human feedback
(1)
reward function
(1)
reward learning
(1)
bradley-terry-luce model
(1)
social choice
(1)
polynomial time
(1)
human feedback
(1)
preference aggregation
(1)
reasoning model
(1)
reward function learning
(1)
ai alignment
(1)
social choice theory
(1)
near-optimal policy
(1)
voting rule
(1)
task embedding
(1)
Papers
Implicit Learning for Reasoning in First-Order Probabilistic Logic
UAI 2026
Mind the (DH) Gap! A Contrast in Risky Choices Between Reasoning and Conversational LLMs
ACL 2026
Optimized Distortion in Linear Social Choice
AAAI 2026
Learning Policy Committees for Effective Personalization in MDPs with Diverse Tasks
ICML 2025
Polynomial-Time Relational Probabilistic Inference in Open Universes
IJCAI 2025
Axioms for AI Alignment from Human Feedback
NeurIPS 2024