conftrace_

model deployment

35 papers

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Co-occurring keywords

distribution shift (722) large language model (13587) performative prediction (31) neural network (6616) deep learning (2118) knowledge distillation (3725) transfer learning (5449) model compression (3302) energy consumption (37) prediction model (26)

Papers

Optimal Policy for Deployment of Machine Learning Models on Energy-Bounded Systems IJCAI 2020
Stochastic Optimization for Performative Prediction NIPS 2020
GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing JMLR 2020
ARBML: Democratizing Arabic Natural Language Processing Tools EMNLP 2020
Universal Source-Free Domain Adaptation CVPR 2020
Partial Order Pruning: For Best Speed/Accuracy Trade-Off in Neural Architecture Search CVPR 2019
Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks MLHC 2019
Flambé: A Customizable Framework for Machine Learning Experiments ACL 2019
Clipper: A Low-Latency Online Prediction Serving System NSDI 2017
NeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks ACML 2017