Lewis Smith
4 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (8)
🗺️
Taxonomy Completionist
(11)
Conferences
NIPS (2)
EMNLP (1)
ICML (1)
Top co-authors
Research topics
Keywords
sparse autoencoder
(2)
variational inference
(1)
uncertainty quantification
(1)
neural network interpretability
(1)
model analysis
(1)
deep learning
(1)
mean-field approximation
(1)
stochastic process
(1)
hamiltonian monte carlo
(1)
latent representation
(1)
language model
(1)
out-of-distribution detection
(1)
feature decomposition
(1)
bayesian neural network
(1)
deep ensemble
(1)
interpretable feature
(1)
gradient penalty
(1)
deterministic uncertainty quantification
(1)
rbf network
(1)
weight posterior
(1)
Papers
Improving Sparse Decomposition of Language Model Activations with Gated Sparse Autoencoders
NIPS 2024
Gemma Scope: Open Sparse Autoencoders Everywhere All At Once on Gemma 2
EMNLP 2024
Liberty or Depth: Deep Bayesian Neural Nets Do Not Need Complex Weight Posterior Approximations
NIPS 2020
Uncertainty Estimation Using a Single Deep Deterministic Neural Network
ICML 2020