Roger Baker Grosse
9 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (22) π Conference Polyglot Β· Bronze π₯ Mega-Team Β· Squad
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Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Deep Learning
(5)
Machine Learning
(5)
Core AI
(5)
Optimization & Theory
(4)
Architectures
(3)
Models
(2)
Natural Language Processing
(1)
Application Areas
(1)
Learning Types Β· Deep Learning
(1)
Learning Types Β· Machine Learning
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
large language model
(2)
variational autoencoder
(2)
variational inference
(1)
theorem proving
(1)
kl divergence
(1)
importance sampling
(1)
sequential monte carlo
(1)
energy-based model
(1)
log-partition function
(1)
natural gradient descent
(1)
monte carlo tree search
(1)
latent representation
(1)
mutual information
(1)
bias-variance tradeoff
(1)
mathematical reasoning
(1)
influence function
(1)
generative adversarial network
(1)
jailbreaking attack
(1)
formal mathematics
(1)
continual learning
(1)
Papers
Many-shot Jailbreaking
NeurIPS 2024
Measuring Stochastic Data Complexity with Boltzmann Influence Functions
ICML 2024
Probabilistic Inference in Language Models via Twisted Sequential Monte Carlo
ICML 2024
REFACTOR: Learning to Extract Theorems from Proofs
ICLR 2024
Efficient Parametric Approximations of Neural Network Function Space Distance
ICML 2023
Multi-Rate VAE: Train Once, Get the Full Rate-Distortion Curve
ICLR 2023
Improving Mutual Information Estimation with Annealed and Energy-Based Bounds
ICLR 2022
INT: An Inequality Benchmark for Evaluating Generalization in Theorem Proving
ICLR 2021
When does preconditioning help or hurt generalization?
ICLR 2021