MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning Mar 25, 2019 AutoML Meta-Learning
Code Code Available MFES-HB: Efficient Hyperband with Multi-Fidelity Quality Measurements Dec 5, 2020 AutoML Bayesian Optimization
Code Code Available Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis Feb 28, 2025 AutoML Intrusion Detection
Code Code Available Extensible Proxy for Efficient NAS Oct 17, 2022 AutoML Neural Architecture Search
Code Code Available Embedding in Recommender Systems: A Survey Oct 28, 2023 AutoML Collaborative Filtering
Code Code Available AutoML Two-Sample Test Jun 17, 2022 AutoML scientific discovery
Code Code Available Empirical Analysis of Model Selection for Heterogeneous Causal Effect Estimation Nov 3, 2022 AutoML Causal Inference
Code Code Available Fast Optimizer Benchmark Jun 26, 2024 AutoML Graph Learning
Code Code Available Multi-Objective Evolutionary Design of Composite Data-Driven Models Mar 1, 2021 AutoML BIG-bench Machine Learning
Code Code Available Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen Estimator Dec 13, 2022 AutoML Fairness
Code Code Available Efficient Hyper-parameter Search for Knowledge Graph Embedding May 1, 2022 AutoML Graph Embedding
Code Code Available OMPQ: Orthogonal Mixed Precision Quantization Sep 16, 2021 AutoML Quantization
Code Code Available Efficient AutoML Pipeline Search with Matrix and Tensor Factorization Jun 7, 2020 AutoML
Code Code Available Once-for-All: Train One Network and Specialize it for Efficient Deployment Aug 26, 2019 All AutoML
Code Code Available DriveML: An R Package for Driverless Machine Learning May 1, 2020 AutoML BIG-bench Machine Learning
Code Code Available Automated Machine Learning on Graphs: A Survey Mar 1, 2021 AutoML BIG-bench Machine Learning
Code Code Available Automated Machine Learning Techniques for Data Streams Jun 14, 2021 AutoML BIG-bench Machine Learning
Code Code Available Architecture Disentanglement for Deep Neural Networks Mar 30, 2020 AutoML Disentanglement
Code Code Available Bag of Baselines for Multi-objective Joint Neural Architecture Search and Hyperparameter Optimization May 3, 2021 AutoML Hyperparameter Optimization
Code Code Available AutoML for Climate Change: A Call to Action Oct 7, 2022 AutoML
Code Code Available Retrieve, Merge, Predict: Augmenting Tables with Data Lakes Feb 9, 2024 AutoML Benchmarking
Code Code Available AutoMMLab: Automatically Generating Deployable Models from Language Instructions for Computer Vision Tasks Feb 23, 2024 AutoML Hyperparameter Optimization
Code Code Available Automatically Optimized Gradient Boosting Trees for Classifying Large Volume High Cardinality Data Streams Under Concept Drift Nov 30, 2019 AutoML BIG-bench Machine Learning
Code Code Available ARLBench: Flexible and Efficient Benchmarking for Hyperparameter Optimization in Reinforcement Learning Sep 27, 2024 AutoML Benchmarking
Code Code Available Efficient Architecture Search for Diverse Tasks Apr 15, 2022 AutoML Neural Architecture Search
Code Code Available Shape Adaptor: A Learnable Resizing Module Aug 3, 2020 AutoML image-classification
Code Code Available Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding Apr 22, 2021 AutoML Graph Embedding
Code Code Available DHP: Differentiable Meta Pruning via HyperNetworks Mar 30, 2020 AutoML Denoising
Code Code Available Deep Fast Vision: Accelerated Deep Transfer Learning Vision Prototyping and Beyond Apr 26, 2023 AutoML Image Classification
Code Code Available Direct Differentiable Augmentation Search Apr 9, 2021 AutoML Data Augmentation
Code Code Available DC-BENCH: Dataset Condensation Benchmark Jul 20, 2022 AutoML Data Augmentation
Code Code Available AutoML: A Survey of the State-of-the-Art Aug 2, 2019 AutoML Feature Engineering
Code Code Available Deep AutoAugment Mar 11, 2022 AutoML Data Augmentation
Code Code Available Does Unsupervised Architecture Representation Learning Help Neural Architecture Search? Jun 12, 2020 AutoML Neural Architecture Search
Code Code Available CATE: Computation-aware Neural Architecture Encoding with Transformers Feb 14, 2021 AutoML Neural Architecture Search
Code Code Available Automating Outlier Detection via Meta-Learning Sep 22, 2020 Anomaly Detection AutoML
Code Code Available Cross-Modal Fine-Tuning: Align then Refine Feb 11, 2023 AutoML
Code Code Available DARTS-: Robustly Stepping out of Performance Collapse Without Indicators Sep 2, 2020 AutoML Neural Architecture Search
Code Code Available Cardea: An Open Automated Machine Learning Framework for Electronic Health Records Oct 1, 2020 Automated Feature Engineering AutoML
Code Code Available CliMB: An AI-enabled Partner for Clinical Predictive Modeling Sep 30, 2024 Attribute AutoML
Code Code Available Deep-n-Cheap: An Automated Search Framework for Low Complexity Deep Learning Mar 27, 2020 AutoML Bayesian Optimization
Code Code Available Deep Pipeline Embeddings for AutoML May 23, 2023 Automatic Machine Learning Model Selection AutoML
Code Code Available BERT-Sort: A Zero-shot MLM Semantic Encoder on Ordinal Features for AutoML Jun 1, 2022 AutoML
Code Code Available AutoML Segmentation for 3D Medical Image Data: Contribution to the MSD Challenge 2018 May 20, 2020 3D Semantic Segmentation AutoML
Code Code Available Bi-level Alignment for Cross-Domain Crowd Counting May 12, 2022 AutoML Crowd Counting
Code Code Available EA-HAS-Bench:Energy-Aware Hyperparameter and Architecture Search Benchmark May 1, 2023 AutoML
Code Code Available Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars Nov 3, 2022 AutoML Bayesian Optimization
Code Code Available Conditional Positional Encodings for Vision Transformers Feb 22, 2021 AutoML Classification
Code Code Available Efficient End-to-End AutoML via Scalable Search Space Decomposition Jun 19, 2022 AutoML Feature Engineering
Code Code Available FLAML: A Fast and Lightweight AutoML Library Nov 12, 2019 AutoML Hyperparameter Optimization
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