What is Dueling DQN?
Middle — Senior
259
Machine Learning / AI
3636
0
What architectural trends are present in modern decoder-only LLMs (LLaMA, Mistral, Qwen)?
259
How else can an agent be evaluated besides LLM-as-a-Judge: what criteria can be used to understand if it works correctly or close to correct?
Senior
259
What neural network libraries have you used?
Middle
258
What are the bottlenecks when deploying GNN in production?
Middle — Senior
258
How does BERT capture the semantic similarity between sentences that are written differently but have the same meaning?
Middle
258
Which option is better for transmitting large text data (about 10 GB)?
Middle
258
What is your higher education degree and field of study?
Senior
258
We are solving a linear regression problem, all y > 0. Which of the listed algorithms can give a negative prediction: linear regression, KNN, gradient boosting, tree, random forest, neural network?
Middle — Senior
258
What is One-Class SVM?
Middle — Senior
258
What is an agent's long-term memory and how to build it (summarization, vector memory)?
Middle — Senior
258
What is MAE?
Middle
258
How is the threshold selected and what criterion is used?
Middle
258
What is Bayesian Optimization and acquisition functions (EI, UCB, PI)?
Senior
257
What is TensorRT-LLM and where does it have advantages?
Senior
257
What is a hash collision and what methods exist to resolve it?
Middle
257
Why is it not enough to just calculate the median on each worker and then combine?
Middle — Senior
256
Is there a way to verify that generated text does not contain factual errors relative to the source?
Senior
256
What is Bayesian target encoding?
Middle — Senior
256
How do you assess your learning ability and digital thinking?
Middle
256