conftrace_

performance prediction

72 papers

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Co-occurring keywords

neural architecture search (666) transfer learning (5449) large language model (13587) distribution shift (722) model evaluation (445) graph neural network (3962) language model (4599) domain adaptation (4595) model performance (59) domain shift (318)

Papers

TNASP: A Transformer-based NAS Predictor with a Self-evolution Framework NIPS 2021
How Powerful are Performance Predictors in Neural Architecture Search? NIPS 2021
Neural Architecture Search without Training ICML 2021
Towards More Fine-grained and Reliable NLP Performance Prediction EACL 2021
RankNAS: Efficient Neural Architecture Search by Pairwise Ranking EMNLP 2021
FIRM: An Intelligent Fine-grained Resource Management Framework for SLO-Oriented Microservices OSDI 2020
A Semi-Supervised Assessor of Neural Architectures CVPR 2020
Opening the Black Box: Automatically Characterizing Software for Algorithm Selection (Student Abstract) AAAI 2020
LinnOS: Predictability on Unpredictable Flash Storage with a Light Neural Network OSDI 2020
Dissecting Span Identification Tasks with Performance Prediction EMNLP 2020
BRP-NAS: Prediction-based NAS using GCNs NIPS 2020
HyperSTAR: Task-Aware Hyperparameters for Deep Networks CVPR 2020
To Annotate or Not? Predicting Performance Drop under Domain Shift IJCNLP 2019
To Annotate or Not? Predicting Performance Drop under Domain Shift EMNLP 2019
An Improved Generic Bet-and-Run Strategy with Performance Prediction for Stochastic Local Search AAAI 2019
RTM Stacking Results for Machine Translation Performance Prediction ACL 2019
Meta-Level Control of Anytime Algorithms with Online Performance Prediction IJCAI 2018
Analyzing Learned Representations of a Deep ASR Performance Prediction Model EMNLP 2018
Automatic Estimation of Simultaneous Interpreter Performance ACL 2018
Predicting accuracy on large datasets from smaller pilot data ACL 2018
Predicting Execution Time of Computer Programs Using Sparse Polynomial Regression NIPS 2010
Learning to Construct Fast Signal Processing Implementations JMLR 2002