Pavel Izmailov

Identifiers

• name variant Pavel Izmailov 0.60 · backfill

Papers (16)

1. Emergent Capabilities Arise Randomly from Learning Sparse Attention Patterns cs.LG · 2026 · author #5
2. End-to-End Context Compression at Scale cs.CL · 2026 · author #15
3. How's it going? Reinforcement learning in language models recruits a functional welfare axis cs.LG · 2026 · author #3
4. Forgetting in Language Models: Capacity, Optimization, and Self-Generated Replay cs.LG · 2026 · author #5
5. DiscoverPhysics: Benchmarking LLMs for Out-of-the-Box Scientific Thinking stat.ML · 2026 · author #6
6. Lifting Embodied World Models for Planning and Control cs.CV · 2026 · author #3
7. When Can LLMs Learn to Reason with Weak Supervision? cs.LG · 2026 · author #6
8. Improving Semantic Uncertainty Quantification in LVLMs with Semantic Gaussian Processes cs.CV · 2025 · author #5
9. OpenAI o1 System Card cs.AI · 2024 · author #191
10. Subspace Inference for Bayesian Deep Learning cs.LG · 2019 · author #1
11. There Are Many Consistent Explanations of Unlabeled Data: Why You Should Average cs.LG · 2018 · author #3
12. Averaging Weights Leads to Wider Optima and Better Generalization cs.LG · 2018 · author #1
13. Loss Surfaces, Mode Connectivity, and Fast Ensembling of DNNs stat.ML · 2018 · author #2
14. Tensor Train decomposition on TensorFlow (T3F) cs.MS · 2018 · author #2
15. Scalable Gaussian Processes with Billions of Inducing Inputs via Tensor Train Decomposition cs.LG · 2017 · author #1
16. Faster variational inducing input Gaussian process classification cs.LG · 2016 · author #1

Mentions

• 2606.25010 #5 · arxiv_oai · confidence 0.70 Pavel Izmailov
• 2606.09659 #15 · arxiv_oai · confidence 0.70 Pavel Izmailov
• 1801.01928 #2 · arxiv_oai · confidence 0.70 Pavel Izmailov
• 2512.14177 #5 · arxiv_oai · confidence 0.70 Pavel Izmailov
• 2605.30232 #3 · arxiv_oai · confidence 0.70 Pavel Izmailov
• 2605.26097 #5 · arxiv_oai · confidence 0.70 Pavel Izmailov
• 2605.26087 #6 · arxiv_oai · confidence 0.70 Pavel Izmailov

Frequent Coauthors

• Andrew Gordon Wilson 7 shared papers
• Timur Garipov 4 shared papers
• Dmitry Vetrov 3 shared papers
• Alexander Novikov 2 shared papers
• Dmitrii Podoprikhin 2 shared papers
• Dmitry Kropotov 2 shared papers
• Shikai Qiu 2 shared papers
• Adam Kalai 1 shared papers
• Adam Lerer 1 shared papers
• Adam Richardson 1 shared papers
• Ahmed El-Kishky 1 shared papers
• Aidan Clark 1 shared papers
• Aiden Low 1 shared papers
• Alec Helyar 1 shared papers
• Aleksander Madry 1 shared papers
• Alexander Neitz 1 shared papers
• Alexander Prokofiev 1 shared papers
• Alexander Wei 1 shared papers
• Alex Beutel 1 shared papers
• Alex Carney 1 shared papers