conftrace_

hyperparameter search

13 papers

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Co-occurring keywords

experimental methodology (11) validation performance (4) deep learning (2118) hyperparameter optimization (406) image classification (1944) gpu scheduling (11) job migration (1) tree-based model (33) random forest (326) gromov-wasserstein discrepancy (6)

Papers

TFG: Unified Training-Free Guidance for Diffusion Models NIPS 2024
From Chaos Comes Order: Ordering Event Representations for Object Recognition and Detection ICCV 2023
Showing Your Offline Reinforcement Learning Work: Online Evaluation Budget Matters ICML 2022
Why do tree-based models still outperform deep learning on typical tabular data? NIPS 2022
Domain-Independent Dominance of Adaptive Methods CVPR 2021
The ADAPT System Description for the WMT20 News Translation Task EMNLP 2020
Fully Parallel Hyperparameter Search: Reshaped Space-Filling ICML 2020
RandAugment: Practical Automated Data Augmentation with a Reduced Search Space NIPS 2020
Show Your Work: Improved Reporting of Experimental Results IJCNLP 2019
Show Your Work: Improved Reporting of Experimental Results EMNLP 2019
AutoDispNet: Improving Disparity Estimation With AutoML ICCV 2019
Experienced Optimization with Reusable Directional Model for Hyper-Parameter Search IJCAI 2018
Gandiva: Introspective Cluster Scheduling for Deep Learning OSDI 2018