2 papers
cs.LG2024
Questionable practices in machine learning
Gavin Leech, Juan J. Vazquez, Niclas Kupper +2
Evaluating modern ML models is hard. The strong incentive for researchers and companies to report a state-of-the-art result on some metric often leads to questionable research prac…
cs.AI2024
Ten Hard Problems in Artificial Intelligence We Must Get Right
Gavin Leech, Simson Garfinkel, Misha Yagudin +2
We explore the AI2050 "hard problems" that block the promise of AI and cause AI risks: (1) developing general capabilities of the systems; (2) assuring the performance of AI system…