Kamil Adamczewski

1. Scaling Laws for Fine-Grained Mixture of Experts
   2024/02/12 by Jakub Krajewski, Krajewski, Jakub, Jan Ludziejewski +21 · 1 voice · 45 citations
   Computer Science · Decision Sciences · #Advanced Statistical Process Monitoring #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
2. DP-MERF: Differentially Private Mean Embeddings with Random Features for Practical Privacy-Preserving Data Generation
   2020/02/26 by Frederik Harder, Harder, Frederik, Kamil Adamczewski +3 · 7 citations
   Computer Science · #FOS: Computer and information sciences #Face recognition and analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
3. Revisiting Random Channel Pruning for Neural Network Compression
   2022/05/11 by Yawei Li, Li, Yawei, Kamil Adamczewski +9 · 5 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning and Data Classification
4. How good is the Shapley value-based approach to the influence maximization problem?
   2014/09/27 by Kamil Adamczewski, Adamczewski, Kamil, Szymon Matejczyk +3 · 1 citation
   Computer Science · Mathematics · Physics and Astronomy · #Advanced Causal Inference Techniques #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Complex Network Analysis Techniques #FOS: Computer and information sciences #I.2.1 #Multiagent Systems (cs.MA) #Social and Information Networks (cs.SI)
5. Differential Privacy Meets Neural Network Pruning
   2023/03/08 by Kamil Adamczewski, Adamczewski, Kamil, Mijung Park +1 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
6. Dirichlet Pruning for Neural Network Compression
   2020/11/10 by Kamil Adamczewski, Adamczewski, Kamil, Mijung Park +1 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. DART: A Degradation-Aware Recurrent Transformer for Archival Film Restoration
   2026/07/23 by Mikołaj Jastrzębski, Wojciech Kozłowski, Kamil Adamczewski
   #cs.CV #cs.LG