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Gustavo Malkomes
Research engineer at Intel (via SigOpt acquisition). His research focuses on active learning and multi-objective optimization in machine learning.
Best podcasts with Gustavo Malkomes
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Jul 29, 2021
• 51min
Constraint Active Search for Human-in-the-Loop Optimization with Gustavo Malkomes - #505
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Gustavo Malkomes, a research engineer at Intel with expertise in active learning and multi-objective optimization, dives into an innovative algorithm for multiobjective experimental design. He discusses how his work allows teams to explore multiple metrics simultaneously and efficiently, enhancing human-in-the-loop optimization. The conversation covers the balance between competing goals, the significance of stable solutions, and the fascinating applications of his research in real-world scenarios, such as optimization and drug discovery.
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