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08/02/2023
DeepSpeed-Chat: Easy, Fast and Affordable RLHF Training of ChatGPT-like Models at All Scales
ChatGPT-like models have revolutionized various applications in artifici...
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09/29/2021
Smart-home anomaly detection using combination of in-home situation and user behavior
Internet-of-things (IoT) devices are vulnerable to malicious operations ...
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03/30/2021
Automatic Graph Partitioning for Very Large-scale Deep Learning
This work proposes RaNNC (Rapid Neural Network Connector) as middleware ...
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06/11/2020
Bayesian Eigenvalue Regularization via Cumulative Shrinkage Process
This study proposes a novel hierarchical prior for inferring possibly lo...
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05/26/2020
Note on Local Projections as a System of Equations
This note discusses inference of local projections. We examine the relat...
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11/04/2019
Bayesian Matrix Completion Approach to Causal Inference with Panel Data
This study proposes a new Bayesian approach to infer average treatment e...
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11/02/2018
Adaptive MCMC for Generalized Method of Moments with Many Moment Conditions
A generalized method of moments (GMM) estimator is unreliable when the n...
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01/19/2018
