What is PPO and how is it more convenient than TRPO in practice?
Middle — Senior
263
Machine Learning / AI
3611
0
What are the approaches to handwritten text recognition?
Middle — Senior
193
181
173
What is NDCG and how is it calculated?
Middle — Senior
166
166
164
What is policy learning in task-oriented dialogue?
Middle — Senior
163
What is FSDP (Fully Sharded Data Parallel)?
158
What are the features of model validation in medical imaging (FDA, regulation)?
Senior
153
What is sequence parallelism?
Senior
153
What are Gaussian Processes and what kernel functions are used?
146
What is PR-AUC vs ROC-AUC in the case of extreme imbalance?
Middle — Senior
145
144
140
What exploration methods do you know (epsilon-greedy, UCB, Thompson, intrinsic motivation)?
Middle — Senior
139
What is AlphaFold and its principle?
Senior
139
What is Twyman's law and how to oppose it?
Middle — Senior
136