Joseph, Federico Arangath

1. HiPPO-Prophecy: State-Space Models can Provably Learn Dynamical Systems in Context
   2024/07/12 by Joseph, Federico Arangath, Haefeli, Kilian Konstantin, Liniger, Noah +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Lambda-Skip Connections: the architectural component that prevents Rank Collapse
   2024/10/14 by Joseph, Federico Arangath, Jérôme Sieber, 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
3. Geometric Active Exploration in Markov Decision Processes: the Benefit of Abstraction
   2024/07/18 by Riccardo De Santi, Federico Arangath Joseph, De Santi, Riccardo +7 · 1 citation
   Computer Science · #AI-based Problem Solving and Planning #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotic Path Planning Algorithms