Neale Ratzlaff
6 papers · 2019–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (6) π£ Hot Topic Early Bird
π
Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(18)
Conferences
ICML (3)
AAAI (1)
EMNLP (1)
NIPS (1)
Top co-authors
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
NIPS 2020
Implicit Generative Modeling for Efficient Exploration
ICML 2020
HyperGAN: A Generative Model for Diverse, Performant Neural Networks
ICML 2019