Serena Booth
10 papers · 2019–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (19)
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Topic Evolution
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Century Club · Bronze
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Unstoppable · Bronze
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Research topics
Artificial Intelligence
(9)
Core AI
(9)
Machine Learning
(6)
Application Areas
(3)
Learning Types
(3)
Deep Learning
(2)
Reinforcement Learning
(2)
Optimization & Theory
(2)
Natural Language Processing
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Learning Paradigms
(1)
Methods
(1)
Models
(1)
Keywords
reinforcement learning
(2)
preference learning
(1)
reward design
(1)
rationale extraction
(1)
interpretable machine learning
(1)
trajectory prediction
(1)
feature attribution
(1)
ai safety
(1)
synthetic data generation
(1)
model interpretability
(1)
bayesian sampling
(1)
fair classification
(1)
reward function
(1)
saliency map
(1)
model evaluation
(1)
knowledge compilation
(1)
reward learning
(1)
bayesian posterior sampling
(1)
generative model
(1)
motion planning
(1)
Papers
AI Governance and Lessons Learned as an AI Policy Advisor in the United States Senate
AAAI 2025
Position: Strong Consumer Protection is an Inalienable Defense for AI Safety in the United States
ICML 2025
Learning Optimal Advantage from Preferences and Mistaking It for Reward
AAAI 2024
Quality-Diversity Generative Sampling for Learning with Synthetic Data
AAAI 2024
The Perils of Trial-and-Error Reward Design: Misdesign through Overfitting and Invalid Task Specifications
AAAI 2023
Do Feature Attribution Methods Correctly Attribute Features?
AAAI 2022
The Irrationality of Neural Rationale Models
NAACL 2022
Bayes-TrEx: a Bayesian Sampling Approach to Model Transparency by Example
AAAI 2021
RoCUS: Robot Controller Understanding via Sampling
CoRL 2021
Evaluating the Interpretability of the Knowledge Compilation Map: Communicating Logical Statements Effectively
IJCAI 2019