Machine Learning / AI

How do GNNs differ from classical graph algorithms (PageRank, label propagation)?

Middle — Senior

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What is a deadlock?

Middle

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What is HuBERT?

Middle — Senior

ЦианОстровок

Design an automatic product description generation system in multiple languages.

Senior

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What is pseudo-labeling and its risks?

Middle — Senior

Т-БанкОстровок

Tell about the idea of Longformer and its sparse attention.

Middle — Senior

Циан2gisОстровок

What is graph neural networks for molecular properties?

Senior

HeadHunterVK CloudОстровок

What should be considered when optimizing an SQL query?

Middle

ИннотехAvitoОстровок+1

How to scale embedding search to millions of documents?

Middle — Senior

PromtBoxОстровок

How to get a deadlock for experiments?

Middle

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What are the features of training LLM on 100+ GPUs (failure rate, checkpointing)?

Senior

SoftInterMobОстровок

What are person-specific metrics (CrowdHuman)?

Middle — Senior

GravityFieldОстровокГазпромбанк

Is spilling to disk always bad?

Middle

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How does employee growth and performance review occur?

Middle

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Are there databases or documentation for beginners?

Middle

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What is weak supervision in segmentation (image-level labels)?

Middle — Senior

ОстровокАТОМ