Nikolay Malkin

7

Papers

146

Total Citations

1

Affiliations

Affiliations

University of Edinburgh

Papers (7)

Amortizing intractable inference in large language models

Learning Diverse Attacks on Large Language Models for Robust Red-Teaming and Safety Tuning

Adaptive teachers for amortized samplers

PQMass: Probabilistic Assessment of the Quality of Generative Models using Probability Mass Estimation

Action abstractions for amortized sampling

Improving Gradient-Guided Nested Sampling for Posterior Inference

Iterated Denoising Energy Matching for Sampling from Boltzmann Densities