Neale Ratzlaff
6 papers · 2019–2026 · 4 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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Conference Polyglot · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Deep Learning
(3)
Models
(3)
Optimization & Theory
(3)
Application Areas
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Core AI
(2)
Reinforcement Learning
(1)
Architectures
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Learning Types
(1)
Methods
(1)
Keywords
generative model
(2)
posterior distribution
(1)
reproducing kernel hilbert space
(1)
reward function
(1)
strategic reasoning
(1)
posterior approximation
(1)
language model
(1)
out-of-distribution detection
(1)
generative adversarial network
(1)
mixture of expert
(1)
exploration algorithm
(1)
uncertainty estimation
(1)
intrinsic reward
(1)
adversarial example
(1)
expert routing
(1)
stein variational gradient descent
(1)
functional gradient
(1)
particle-based variational inference
(1)
side effect
(1)
utility preservation
(1)
Papers
LieCraft: A Multi-Agent Framework for Evaluating Deceptive Capabilities in Language Models
AAAI 2026
Probing Semantic Routing in Large Mixture-of-Expert Models
EMNLP 2025
Generative Particle Variational Inference via Estimation of Functional Gradients
ICML 2021
Avoiding Side Effects in Complex Environments
NeurIPS 2020
Implicit Generative Modeling for Efficient Exploration
ICML 2020
HyperGAN: A Generative Model for Diverse, Performant Neural Networks
ICML 2019