Carmen Amo Alonso

1. Understanding the differences in Foundation Models: Attention, State Space Models, and Recurrent Neural Networks
   2024/05/24 by Jérôme Sieber, Sieber, Jerome, Carmen Amo Alonso +7 · 10 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Neural Networks and Applications #Systems and Control (eess.SY) #electronic engineering #information engineering
2. Distributed and Localized Model Predictive Control. Part I: Synthesis and Implementation
   2021/10/13 by Carmen Amo Alonso, Jing Shuang Li, Alonso, Carmen Amo +5 · 3 citations
   Engineering · Chemistry · #Advanced Control Systems Optimization #Metal-Organic Frameworks: Synthesis and Applications #Stability and Control of Uncertain Systems
3. LiSeCo: Linear Semantic Control for Language Generation
   2024/05/24 by Emily Cheng, Cheng, Emily, Carmen Amo Alonso +1 · 5 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Speech and dialogue systems #Systems and Control (eess.SY) #electronic engineering #information engineering
4. NARRATE: Versatile Language Architecture for Optimal Control in Robotics
   2024/03/16 by Seif Ismail, Antonio Arbues, Ismail, Seif +7 · 2 citations
   Computer Science · #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Real-Time Systems Scheduling #Robotic Path Planning Algorithms #Robotics (cs.RO)
5. State Space Models as Foundation Models: A Control Theoretic Overview
   2024/03/25 by Carmen Amo Alonso, Jérôme Sieber, Alonso, Carmen Amo +3 · 1 citation
   Engineering · #Fault Detection and Control Systems
6. Lambda-Skip Connections: the architectural component that prevents Rank Collapse
   2024/10/14 by Jérôme Sieber, Joseph, Federico Arangath, Melanie N. Zeilinger +4 · 1 citation
   Engineering · #BIM and Construction Integration #Construction Engineering and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Structural Engineering and Vibration Analysis