What is differential privacy and DP-SGD?
Middle — Senior
190
Machine Learning / AI
3611
0
What is EAGLE speculative sampling?
190
How to calculate cosine similarity between questions?
Middle — Senior
189
What is Dreambooth and how to avoid overfitting?
Senior
188
What streaming inference techniques for STT (chunked attention, look-ahead)?
Middle — Senior
183
What is Dice Loss and why is it often better than BCE for medical segmentation?
Middle — Senior
183
What are anchor-free detectors? Tell us about FCOS.
Middle — Senior
183
What does your development process look like — do you bring models to Docker, wrap them, and pass them on to someone else?
Middle
179
What is Inverse Propensity Scoring in LTR?
Middle — Senior
179
What techniques do you use to prevent overfitting in boosting (subsample, colsample, min_child)?
Middle — Senior
176
Tell about the forecasting task from your resume — what is the model built on and what was the prediction for?
Middle
175
What is pivoted normalization?
172
What is compute-optimal training according to Chinchilla?
Middle — Senior
172
What is Apache Beam / Dataflow?
Middle — Senior
170
How to use collaborative methods for recommendations based on embeddings?
Middle
169
What is agent sandboxing and why is it needed?
Middle — Senior
168
What is ontology engineering and its role in KG?
Senior
164
How do you evaluate an unsupervised model for a question-answering task?
Middle
161
What is Snapdragon AI Engine?
Senior
161
What data types in Python are mutable among list, set, dict?
Middle
160