Nico Piatkowski
- LIMITS: Lightweight Machine Learning for IoT Systems with Resource\n Limitations
2020/01/28 by Benjamin Sliwa, Sliwa, Benjamin, Nico Piatkowski +3 · 2 citations
Computer Science · #Age of Information Optimization #Context-Aware Activity Recognition Systems #IoT and Edge/Fog Computing
- On Quantum Circuits for Discrete Graphical Models
2022/06/01 by Nico Piatkowski, Piatkowski, Nico, Christa Zoufal +1 · 1 citation
Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (stat.ML) #Machine Learning and Algorithms #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Informed Pre-Training on Prior Knowledge
2022/05/23 by Laura von Rueden, von Rueden, Laura, Sebastian Houben +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Topic Modeling
- Hardware-Aware QUBO Reformulation of Constrained Binary Optimization via the Walsh-Fourier Transform
2026/07/28 by Loong Kuan Lee, Harsha Nagarajan, Thore Gerlach +3
Mathematics · Physics and Astronomy · #math.OC #quant-ph
- High-Order Markov Blanket Discovery via a k-Order Relaxation of the Faithfulness Assumption
2026/07/29 by Loong Kuan Lee, Ragavi Krishnamoorthy, Nico Piatkowski
Computer Science · Mathematics · #cs.AI #cs.LG #stat.ML