Nikolay Malkin

Identifiers

• name variant Nikolay Malkin 0.60 · backfill

Papers (55)

1. How to Approximate Inference with Subtractive Mixture Models cs.LG · 2026 · author #5
2. Multi-Marginal Flow Matching with Adversarially Learnt Interpolants cs.LG · 2025 · author #6
3. Data-to-Energy Stochastic Dynamics cs.LG · 2025 · author #2
4. Adaptive Destruction Processes for Diffusion Samplers cs.LG · 2025 · author #8
5. On Designing Diffusion Autoencoders for Efficient Generation and Representation Learning cs.LG · 2025 · author #2
6. Fast Flow-based Visuomotor Policies via Conditional Optimal Transport Couplings cs.RO · 2025 · author #2
7. Solving Bayesian inverse problems with diffusion priors and off-policy RL cs.LG · 2025 · author #17
8. Learning Decision Trees as Amortized Structure Inference cs.LG · 2025 · author #7
9. In-Context Parametric Inference: Point or Distribution Estimators? cs.LG · 2025 · author #3
10. Outsourced diffusion sampling: Efficient posterior inference in latent spaces of generative models cs.LG · 2025 · author #8
11. Mixtures of In-Context Learners cs.CL · 2024 · author #4
12. Action abstractions for amortized sampling cs.LG · 2024 · author #6
13. Proof Flow: Preliminary Study on Generative Flow Network Language Model Tuning for Formal Reasoning cs.CL · 2024 · author #5
14. Adaptive teachers for amortized samplers cs.LG · 2024 · author #9
15. Can a Bayesian Oracle Prevent Harm from an Agent? cs.AI · 2024 · author #3
16. On Generalization for Generative Flow Networks cs.LG · 2024 · author #2
17. Amortizing intractable inference in diffusion models for vision, language, and control cs.LG · 2024 · author #15
18. Learning diverse attacks on large language models for robust red-teaming and safety tuning cs.CL · 2024 · author #10
19. Machine learning and information theory concepts towards an AI Mathematician cs.AI · 2024 · author #2
20. Discrete Probabilistic Inference as Control in Multi-path Environments cs.LG · 2024 · author #3
21. V-STaR: Training Verifiers for Self-Taught Reasoners cs.LG · 2024 · author #3
22. Iterated Denoising Energy Matching for Sampling from Boltzmann Densities cs.LG · 2024 · author #11
23. Improved off-policy training of diffusion samplers cs.LG · 2024 · author #9
24. PQMass: Probabilistic Assessment of the Quality of Generative Models using Probability Mass Estimation stat.ML · 2024 · author #3
25. Improving Gradient-guided Nested Sampling for Posterior Inference cs.LG · 2023 · author #2
26. PhyloGFN: Phylogenetic inference with generative flow networks q-bio.PE · 2023 · author #4
27. Amortizing intractable inference in large language models cs.LG · 2023 · author #7
28. Expected flow networks in stochastic environments and two-player zero-sum games cs.LG · 2023 · author #7
29. Delta-AI: Local objectives for amortized inference in sparse graphical models cs.LG · 2023 · author #3
30. Discrete, compositional, and symbolic representations through attractor dynamics cs.AI · 2023 · author #3
31. Simulation-free Schr\"odinger bridges via score and flow matching cs.LG · 2023 · author #2
32. Thompson sampling for improved exploration in GFlowNets cs.LG · 2023 · author #7
33. BatchGFN: Generative Flow Networks for Batch Active Learning cs.LG · 2023 · author #5
34. Joint Bayesian Inference of Graphical Structure and Parameters with a Single Generative Flow Network cs.LG · 2023 · author #4
35. Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with GFlowNets cs.LG · 2023 · author #3
36. GFlowNet-EM for learning compositional latent variable models cs.LG · 2023 · author #2
37. Better Training of GFlowNets with Local Credit and Incomplete Trajectories cs.LG · 2023 · author #2
38. Improving and generalizing flow-based generative models with minibatch optimal transport cs.LG · 2023 · author #3
39. A theory of continuous generative flow networks cs.LG · 2023 · author #9
40. Posterior samples of source galaxies in strong gravitational lenses with score-based priors astro-ph.IM · 2022 · author #3
41. GFlowOut: Dropout with Generative Flow Networks cs.LG · 2022 · author #7
42. ThinkSum: Probabilistic reasoning over sets using large language models cs.CL · 2022 · author #2
43. GFlowNets and variational inference cs.LG · 2022 · author #1
44. Learning GFlowNets from partial episodes for improved convergence and stability cs.LG · 2022 · author #9
45. Unifying Generative Models with GFlowNets and Beyond cs.LG · 2022 · author #3
46. Diffusion models as plug-and-play priors cs.LG · 2022 · author #2
47. Resolving label uncertainty with implicit posterior models cs.LG · 2022 · author #2
48. Generative Flow Networks for Discrete Probabilistic Modeling cs.LG · 2022 · author #2
49. Trajectory balance: Improved credit assignment in GFlowNets cs.LG · 2022 · author #1
50. Coherence boosting: When your pretrained language model is not paying enough attention cs.CL · 2021 · author #1
51. Studying word order through iterative shuffling cs.CL · 2021 · author #1
52. High-resolution land cover change from low-resolution labels: Simple baselines for the 2021 IEEE GRSS Data Fusion Contest cs.CV · 2021 · author #1
53. Motivic fundamental groups of CM elliptic curves and geometry of Bianchi hyperbolic threefolds math.AG · 2020 · author #1
54. Mining self-similarity: Label super-resolution with epitomic representations cs.CV · 2020 · author #1
55. Shuffle relations for Hodge and motivic correlators math.AG · 2020 · author #1

Mentions

• 2510.01159 #6 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2509.26364 #2 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2402.04355 #3 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2408.05284 #3 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2506.01541 #8 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2506.00136 #2 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2502.06999 #8 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2505.01179 #2 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2410.01432 #9 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2503.09746 #17 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2503.06985 #7 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2405.18540 #10 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2502.11617 #3 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2402.05098 #9 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2405.20971 #15 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2411.02830 #4 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2410.15184 #6 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2410.13224 #5 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2310.01807 #3 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2402.06457 #3 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2407.03105 #2 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2402.06121 #11 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2402.10309 #3 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2310.08774 #4 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2310.04363 #7 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2310.02779 #7 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2310.02423 #3 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2307.03672 #2 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2302.00482 #3 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2403.04571 #2 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2312.03911 #2 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2305.17010 #3 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2305.19366 #4 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2201.13259 #1 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2306.17693 #7 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2306.15058 #5 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2210.12928 #7 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2302.01687 #2 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2302.06576 #2 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2209.12782 #9 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2210.01293 #2 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2301.12594 #9 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2210.00580 #1 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2209.02606 #3 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2206.09012 #2 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2211.03812 #3 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2202.14000 #2 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2202.01361 #2 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2110.08294 #1 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2004.11498 #1 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2109.04867 #1 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2101.01154 #1 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2010.07238 #1 · arxiv_oai · confidence 0.70 Nikolay Malkin
• 2003.06521 #1 · arxiv_oai · confidence 0.70 Nikolay Malkin

Frequent Coauthors

• Yoshua Bengio 36 shared papers
• Moksh Jain 13 shared papers
• Dinghuai Zhang 9 shared papers
• Jarrid Rector-Brooks 8 shared papers
• Nebojsa Jojic 7 shared papers
• Pablo Lemos 7 shared papers
• Emmanuel Bengio 6 shared papers
• Minsu Kim 6 shared papers
• Marcin Sendera 5 shared papers
• Salem Lahlou 5 shared papers
• Sarthak Mittal 5 shared papers
• Tristan Deleu 5 shared papers
• Alexandre Adam 4 shared papers
• Guillaume Lajoie 4 shared papers
• Laurence Perreault-Levasseur 4 shared papers
• Luca Scimeca 4 shared papers
• Yashar Hezaveh 4 shared papers
• Aaron Courville 3 shared papers
• Alexander Tong 3 shared papers
• Alexandros Graikos 3 shared papers