Riedl, Konstantin

1. CB²O: Consensus-Based Bi-Level Optimization
   2024/11/20 by Nicolás García Trillos, Trillos, Nicolás García, Sixu Li +5 · 5 citations
   Mathematics · Computer Science · Engineering · #Advanced Optimization Algorithms Research #Polynomial and algebraic computation #Advanced Numerical Analysis Techniques
2. Gradient is All You Need?
   2023/06/16 by Riedl, Konstantin, Klock, Timo, Geldhauser, Carina +1 · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
3. Consensus-Based Optimization with Truncated Noise
   2023/10/25 by Massimo Fornasier, Fornasier, Massimo, Peter Richtárik +5 · 1 citation
   Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Point processes and geometric inequalities #Sparse and Compressive Sensing Techniques
4. Defending Against Diverse Attacks in Federated Learning Through Consensus-Based Bi-Level Optimization
   2024/12/03 by Nicolás García Trillos, Aditya Kumar Akash, Trillos, Nicolás García +7 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Analysis of PDEs (math.AP) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Privacy-Preserving Technologies in Data