Vogels, Thijs
- Beyond spectral gap: The role of the topology in decentralized learning
2022/06/07 by Vogels, Thijs, Hendrikx, Hadrien, Jaggi, Martin · 5 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- PowerGossip: Practical Low-Rank Communication Compression in Decentralized Deep Learning
2020/08/04 by Vogels, Thijs, Karimireddy, Sai Praneeth, Jaggi, Martin · 2 citations
#Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Parallel #and Cluster Computing (cs.DC)
- MultiModN- Multimodal, Multi-Task, Interpretable Modular Networks
2023/09/25 by Vinitra Swamy, Malika Satayeva, Swamy, Vinitra +13 · 3 citations
Computer Science · Medicine · #Machine Learning in Healthcare #COVID-19 diagnosis using AI #Explainable Artificial Intelligence (XAI)
- Accurate and scalable exchange-correlation with deep learning
2025/06/17 by Giulia Luise, Chin‐Wei Huang, Luise, Giulia +50 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Methods and Mixture Models #Chemical Physics (physics.chem-ph) #Computational Engineering #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Machine Learning (cs.LG) #Neural Networks and Applications #and Science (cs.CE)
- Web2Text: Deep Structured Boilerplate Removal
2018/01/08 by Vogels, Thijs, Ganea, Octavian-Eugen, Eickhoff, Carsten · 1 citation
#FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Modular Clinical Decision Support Networks (MoDN) -- Updatable, Interpretable, and Portable Predictions for Evolving Clinical Environments
2022/11/12 by Cécile Trottet, Thijs Vogels, Trottet, Cécile +5 · 1 citation
Computer Science · Health Professions · #AI in cancer detection #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
- Beyond spectral gap (extended): The role of the topology in decentralized learning
2023/01/05 by Thijs Vogels, Vogels, Thijs, Hadrien Hendrikx +3 · 1 citation
Computer Science · #Age of Information Optimization #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- LASER: Linear Compression in Wireless Distributed Optimization
2023/10/19 by Ashok Vardhan Makkuva, Marco Bondaschi, Makkuva, Ashok Vardhan +8 · 1 citation
Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques