performance estimation

Bridging Domain Expertise and Generalization for Performance Estimation CVPR 2026 Phantora: Maximizing Code Reuse in Simulation-based Machine Learning System Performance Estimation NSDI 2026 Automated Model Evaluation for Object Detection via Prediction Consistency and Reliability ICCV 2025 ODD: Overlap-aware Estimation of Model Performance under Distribution Shift UAI 2025 Tight Analysis of Difference-of-Convex Algorithm (DCA) Improves Convergence Rates for Proximal Gradient Descent AISTATS 2025 When Instructions Multiply: Measuring and Estimating LLM Capabilities of Multiple Instructions Following EMNLP 2025 Efficient multi-prompt evaluation of LLMs NeurIPS 2024 AutoGT: Automated Graph Transformer Architecture Search ICLR 2023 GENNAPE: Towards Generalized Neural Architecture Performance Estimators AAAI 2023 GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels NeurIPS 2023 Scalable Tail Latency Estimation for Data Center Networks NSDI 2023 We Need to Talk About Reproducibility in NLP Model Comparison EMNLP 2023 Estimating and Explaining Model Performance When Both Covariates and Labels Shift NeurIPS 2022 MLDemon:Deployment Monitoring for Machine Learning Systems AISTATS 2022 Contrastive Neural Architecture Search With Neural Architecture Comparators CVPR 2021 Predicting With Confidence on Unseen Distributions ICCV 2021 Speedy Performance Estimation for Neural Architecture Search NeurIPS 2021 On Performance Estimation in Automatic Algorithm Configuration AAAI 2020 Rethinking Performance Estimation in Neural Architecture Search CVPR 2020 Neural Architecture Search: A Survey JMLR 2019 Using J-K-fold Cross Validation To Reduce Variance When Tuning NLP Models COLING 2018 Word Error Rate Estimation for Speech Recognition: e-WER ACL 2018 A Lazy Man's Approach to Benchmarking: Semisupervised Classifier Evaluation and Recalibration CVPR 2013