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Mykola Lukashchuk

@mykolalukashchuk

Phd Candidate, BIASlab, TU/e Freenergian

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16.11.2024
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Latest posts by Mykola Lukashchuk @mykolalukashchuk

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21.02.2026 10:55 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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The invited NeurIPS talk by Zeynep Tufekci. Very interesting'

03.12.2025 23:11 πŸ‘ 24 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0

In this paper with my amazing colleague we tried to attack probability foundations from the metric space theory perspective.

25.11.2025 13:33 πŸ‘ 0 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

In this paper with my amazing colleague we tried to attack probability foundations from the metric space theory perspective.

25.11.2025 13:33 πŸ‘ 0 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

Wouter W. L. Nuijten, Mykola Lukashchuk: Active Inference is a Subtype of Variational Inference https://arxiv.org/abs/2511.18955 https://arxiv.org/pdf/2511.18955 https://arxiv.org/html/2511.18955

25.11.2025 06:29 πŸ‘ 0 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

Rapha\"el Tr\'esor, Mykola Lukashchuk: Resolution of the Borel-Kolmogorov Paradox via the Maximum Entropy Principle https://arxiv.org/abs/2509.24735 https://arxiv.org/pdf/2509.24735 https://arxiv.org/html/2509.24735

30.09.2025 06:41 πŸ‘ 0 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0

Grinding the Silksong is a great self-reflection instrument

23.11.2025 11:47 πŸ‘ 2 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Unifying Autoregressive and Diffusion-Based Sequence Generation We present significant extensions to diffusion-based sequence generation models, blurring the line with autoregressive language models. We introduce hyperschedules, which assign distinct noise schedul...

arxiv.org/abs/2504.06416

27.08.2025 18:09 πŸ‘ 6 πŸ” 2 πŸ’¬ 2 πŸ“Œ 1

Kyrylo Yemets, Mykola Lukashchuk, Ivan Izonin: GateTS: Versatile and Efficient Forecasting via Attention-Inspired routed Mixture-of-Experts https://arxiv.org/abs/2508.17515 https://arxiv.org/pdf/2508.17515 https://arxiv.org/html/2508.17515

26.08.2025 06:34 πŸ‘ 1 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0

I wonder maybe you have any source for this statement. thanks!

19.08.2025 12:10 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Introducing TidierErrors.jl, an experimental #JuliaLang package that makes error messages tidier with the help of LLMs (with support for local LLMs!)

github.com/TidierOrg/Ti...

Developed by @randy.pub

Left: original error message
Right: tidier error message

11.08.2025 03:10 πŸ‘ 12 πŸ” 3 πŸ’¬ 1 πŸ“Œ 1

Fixed it for you...

18.06.2025 16:58 πŸ‘ 13 πŸ” 3 πŸ’¬ 2 πŸ“Œ 0

Wouter W. L. Nuijten, Mykola Lukashchuk, Thijs van de Laar, Bert de Vries: A Message Passing Realization of Expected Free Energy Minimization https://arxiv.org/abs/2508.02197 https://arxiv.org/pdf/2508.02197 https://arxiv.org/html/2508.02197

05.08.2025 06:30 πŸ‘ 2 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

If you're running optimization procedures and struggling with learning rate tuning, I found a simple, effective method that works with any optimizer: DoG arxiv.org/pdf/2302.12022. The formula is elegant and easily generalizes to Riemannian manifolds.

04.08.2025 09:29 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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31.07.2025 19:54 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Ah definitely this one is the last one.

16.05.2025 10:29 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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a black and white photo of a man with a stethoscope around his neck screaming . Alt: Frankenstein: a black and white photo of the doctor with a stethoscope around his neck screaming IT'S ALIVE
14.05.2025 10:07 πŸ‘ 3 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

It is alive! It is alive!

14.05.2025 10:05 πŸ‘ 3 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0

It is alive! It is alive!

14.05.2025 10:05 πŸ‘ 3 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0

Bad news: Overleaf is down. The only way to edit LaTeX known to humankind!

14.05.2025 07:27 πŸ‘ 66 πŸ” 4 πŸ’¬ 6 πŸ“Œ 1

Noooooo

14.05.2025 07:32 πŸ‘ 1 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0

Noooooo

14.05.2025 07:32 πŸ‘ 1 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0
JuliaCon Local Paris 2025 JuliaCon Local Paris 2025

Submission deadline is May 15th, fire away!

juliacon.org/local/paris2...

09.05.2025 18:47 πŸ‘ 3 πŸ” 4 πŸ’¬ 0 πŸ“Œ 0

A new nice paper from my lab.

25.04.2025 15:29 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Inference in State Space Models - RxInfer Client Python client for the RxInfer API

My friends at Lazy Dynamics just launched Python support for RxInfer models! πŸš€

Check it out: lazydynamics.github.io/RxInferClien...

Julia + Fast Bayesian Inference + Python = ΒΏPor quΓ© no los tres?

P.S. Maybe this will finally get them on Bluesky... πŸ˜‚

14.04.2025 08:37 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0