Connecting Low-Loss Subspace for Personalized Federated Learning

1 code implementation • 16 Sep 2021 • Seok-Ju Hahn, Minwoo Jeong, Junghye Lee

Due to the curse of statistical heterogeneity across clients, adopting a personalized federated learning method has become an essential choice for the successful deployment of federated learning-based services.

Ensemble Learning Personalized Federated Learning

Task Completion Platform: A self-serve multi-domain goal oriented dialogue platform

no code implementations • NAACL 2016 • Paul Crook, Alex Marin, Vipul Agarwal, Khushboo Aggarwal, Tasos Anastasakos, Ravi Bikkula, Daniel Boies, Asli Celikyilmaz, Ch, Senthilkumar ramohan, Zhaleh Feizollahi, Roman Holenstein, Minwoo Jeong, Omar Khan, Young-Bum Kim, Elizabeth Krawczyk, Xiaohu Liu, Danko Panic, Vasiliy Radostev, Nikhil Ramesh, Jean-Phillipe Robichaud, Alex Rochette, re, Logan Stromberg, Ruhi Sarikaya

Dialogue Management

New Transfer Learning Techniques for Disparate Label Sets

no code implementations • IJCNLP 2015 • Young-Bum Kim, Karl Stratos, Ruhi Sarikaya, Minwoo Jeong

Dimensionality Reduction Domain Adaptation +1

Weakly Supervised Slot Tagging with Partially Labeled Sequences from Web Search Click Logs

no code implementations • HLT 2015 • Minwoo Jeong, Young-Bum Kim, Karl Stratos, Ruhi Sarikaya

Natural Language Understanding Part-Of-Speech Tagging +5