From Small Data Prediction to Decision Making: Summarizing Research Hypotheses After Changing Jobs
Published:Dec 31, 2025 14:43
•1 min read
•Zenn ML
Analysis
The article discusses the author's career transition from NEC to Preferred Networks (PFN) and reflects on their research journey, particularly focusing on the challenges of small data in real-world data analysis. It highlights the shift from research to decision-making, starting with the common belief that humans are superior to machines in small data scenarios.
Key Takeaways
- •The author transitioned from NEC to PFN.
- •The article reflects on the author's research journey in data science and machine learning.
- •The focus is on the challenges of small data and the shift towards decision-making.
- •The starting point is the common belief that humans are better than machines with small datasets.
Reference
“The article starts with the common saying, "Humans are stronger than machines with small data."”