Georg Loho

1. Lower Bounds on the Depth of Integral ReLU Neural Networks via Lattice Polytopes
   2023/02/24 by Christian Haase, Haase, Christian, Christoph Hertrich +3 · 6 citations
   Computer Science · Engineering · Mathematics · #Advanced Numerical Analysis Techniques #Combinatorics (math.CO) #Commutative Algebra and Its Applications #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Polynomial and algebraic computation
2. Interior point methods are not worse than Simplex
   2022/06/17 by Xavier Allamigeon, Daniel Dadush, Allamigeon, Xavier +7 · 2 citations
   Engineering · Mathematics · #Advanced Optimization Algorithms Research #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Mathematical Programming #Vehicle Routing Optimization Methods
3. Neural Networks and (Virtual) Extended Formulations
   2024/11/05 by Christoph Hertrich, Georg Loho, Hertrich, Christoph +1 · 5 citations
   Computer Science · #Combinatorics (math.CO) #Computational Complexity (cs.CC) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural Networks and Applications #Optimization and Control (math.OC)
4. Oriented Matroids from Triangulations of Products of Simplices
   2020/05/04 by Marcel Celaya, Georg Loho, Celaya, Marcel +3 · 1 citation
   Computer Science · Mathematics · Engineering · #Polynomial and algebraic computation #Commutative Algebra and Its Applications #graph theory and CDMA systems
5. Exact Characterization of Aggregate Flexibility via Generalized Polymatroids
   2025/03/30 by Karan Mukhi, Georg Loho, Mukhi, Karan +3 · 4 citations
   Chemistry · Engineering · Materials Science · #Advanced Polymer Synthesis and Characterization #Computational Engineering #FOS: Computer and information sciences #FOS: Electrical engineering #Finance #Systems and Control (eess.SY) #Tribology and Wear Analysis #and Science (cs.CE) #biodegradable polymer synthesis and properties #electronic engineering #information engineering
6. Shallower ReLU Network Representations via Exact Linear Algebra
   2026/07/22 by Kilian Rueß, Gennadiy Averkov, Florestan Brunck +7
   #cs.LG #cs.NE #math.CO