Search Results for author: Eun Kyung Lee

Found 3 papers, 1 papers with code

Towards Pareto Optimal Throughput in Small Language Model Serving

no code implementations4 Apr 2024 Pol G. Recasens, Yue Zhu, Chen Wang, Eun Kyung Lee, Olivier Tardieu, Alaa Youssef, Jordi Torres, Josep Ll. Berral

Large language models (LLMs) have revolutionized the state-of-the-art of many different natural language processing tasks.

Language Modelling

FedCore: Straggler-Free Federated Learning with Distributed Coresets

1 code implementation31 Jan 2024 Hongpeng Guo, Haotian Gu, Xiaoyang Wang, Bo Chen, Eun Kyung Lee, Tamar Eilam, Deming Chen, Klara Nahrstedt

Federated learning (FL) is a machine learning paradigm that allows multiple clients to collaboratively train a shared model while keeping their data on-premise.

Federated Learning

Learning temporal evolution of probability distribution with Recurrent Neural Network

no code implementations ICLR 2018 Kyongmin Yeo, Igor Melnyk, Nam Nguyen, Eun Kyung Lee

We propose to tackle a time series regression problem by computing temporal evolution of a probability density function to provide a probabilistic forecast.

General Classification regression +2

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