NextGen Synergy: Control Theory and Machine Learning

Session

SESSION VIII

Apr 29, 2026, 9:00 AM

64. Industrial Perspective on the Interplay between Control and Machine Learning

Petr Stluka (Siemens)

4/29/26, 9:00 AM

Invited Talk

For decades, industrial automation has leveraged core control theory applications—such as PID control, Kalman filters, and Model Predictive Control—to significantly boost the efficiency and safety of industrial operations. On the other hand, the successful integration of Machine Learning in this domain was relatively limited until its dramatic expansion over the past decade, culminating in the...

48. Learning from data via overparameterization

4/29/26, 10:00 AM

Control Theory for Machine Learning

Accept as Oral presentation with Reimbursement