Nikolakakis, Konstantinos E.

1. Repeated Random Sampling for Minimizing the Time-to-Accuracy of Learning
   2023/05/28 by Patrik Okanovic, Roger Waleffe, Okanovic, Patrik +12 · 6 citations
   Computer Science · #Advanced Neural Network Applications #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning
2. Beyond Lipschitz: Sharp Generalization and Excess Risk Bounds for Full-Batch GD
   2022/04/26 by Konstantinos E. Nikolakakis, Farzin Haddadpour, Nikolakakis, Konstantinos E. +5 · 3 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
3. Predictive Learning on Hidden Tree-Structured Ising Models
   2018/12/11 by Nikolakakis, Konstantinos E., Kalogerias, Dionysios S., Sarwate, Anand D. · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
4. Federated Learning Under Restricted User Availability
   2023/09/25 by Periklis Theodoropoulos, Konstantinos E. Nikolakakis, Theodoropoulos, Periklis +3 · 2 citations
   Computer Science · #Age of Information Optimization #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
5. Optimal Rates for Learning Hidden Tree Structures
   2019/09/20 by Konstantinos E. Nikolakakis, Dionysios S. Kalogerias, Nikolakakis, Konstantinos E. +3 · 1 citation
   Computer Science · #Machine Learning and Algorithms #Bayesian Modeling and Causal Inference #Machine Learning and Data Classification
6. FEDSTR: Money-In AI-Out | A Decentralized Marketplace for Federated Learning and LLM Training on the NOSTR Protocol
   2024/04/15 by Konstantinos E. Nikolakakis, Nikolakakis, Konstantinos E., George Chantzialexiou +2 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)