Nikolay Malkin
7
Papers
144
Total Citations
1
Affiliations
Affiliations
University of Edinburgh
Papers (7)
Amortizing intractable inference in large language models
ICLR 2024
78
citations
Learning Diverse Attacks on Large Language Models for Robust Red-Teaming and Safety Tuning
ICLR 2025
42
citations
Adaptive teachers for amortized samplers
ICLR 2025arXiv
15
citations
PQMass: Probabilistic Assessment of the Quality of Generative Models using Probability Mass Estimation
ICLR 2025arXiv
7
citations
Action abstractions for amortized sampling
ICLR 2025
2
citations
Improving Gradient-Guided Nested Sampling for Posterior Inference
ICML 2024
0
citations
Iterated Denoising Energy Matching for Sampling from Boltzmann Densities
ICML 2024
0
citations