PyData
3 talks in this track
Why care about experiments?
talkHave you heard of concepts like causal inference, experiment design, or maybe multi-armed bandits? Or maybe you've heard of exploration-exploitation trade-off? Why do I ask? Are these concepts relevan...
Metric Learning for Session-Based Recommendations
talkA session-based recommendation algorithm with the usage of metric learning is an approach that can outperform existing methods simultaneously being less complex than other approaches like GRU4REC. Her...
Fine-tuning large NLP models
talkFine-tuning became a standard for doing transfer learning in natural language processing. Over the last 3 years, this technique was used in many NLP tasks like summarization, translation, natural lang...