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Nikolay Malkin
21
papers ·
93
citations ·
9
h-index
Edinburgh College · Chancellor University · University of Edinburgh
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Amortizing intractable inference in large language models
2023 · 4 citations
V-STaR: Training Verifiers for Self-Taught Reasoners
2024 · 3 citations
A Comedy of Estimators: On KL Regularization in RL Training of LLMs
2025
Learning diverse attacks on large language models for robust red-teaming and safety tuning
2024
Top co-authors
Aaron Courville
· 1
Aaron Courville
· 1
Alessandro Sordoni
· 1
Arian Hosseini
· 1
Bhavya Kailkhura
· 1
Brian Bartoldson
· 1
David Dobre
· 1
Edward J. Hu
· 1
Eric Elmoznino
· 1
Gauthier Gidel
· 1
Glen Berseth
· 1
Guillaume Lajoie
· 1
Topics
cs.LG
Fine-Tuning
cs.AI
cs.CL
Training Techniques
Evaluation
Code
Reinforcement Learning
Safety & Alignment
Prompting
Nikolay Malkin — most-cited papers & profile · Large Language Models