Niwa, Kenta

1. Embarrassingly Simple Text Watermarks
   2023/10/13 by Ryoma Sato, Yuki Takezawa, Sato, Ryoma +7 · 1 voice · 7 citations
   Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Adversarial Robustness in Machine Learning
2. Parameter-free Clipped Gradient Descent Meets Polyak
   2024/05/23 by Yuki Takezawa, Takezawa, Yuki, Han Bao +7 · 6 citations
   Computer Science · Decision Sciences · Medicine · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
3. Beyond Exponential Graph: Communication-Efficient Topologies for Decentralized Learning via Finite-time Convergence
   2023/05/19 by Yuki Takezawa, Ryoma Sato, Takezawa, Yuki +7 · 4 citations
   Computer Science · #Cooperative Communication and Network Coding #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
4. Momentum Tracking: Momentum Acceleration for Decentralized Deep Learning on Heterogeneous Data
   2022/09/30 by Takezawa, Yuki, Bao, Han, Niwa, Kenta +2 · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Necessary and Sufficient Watermark for Large Language Models
   2023/10/02 by Yuki Takezawa, Takezawa, Yuki, Ryoma Sato +7 · 4 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
6. NeurIPS 2023 Competition: Privacy Preserving Federated Learning Document VQA
   2024/11/06 by Tobaben, Marlon, Souibgui, Mohamed Ali, Tito, Rubèn +24 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)