Main Track
Surprisingly Strong Performance Prediction with Neural Graph Features Inproceedings In: Proceedings of the 41st International Conference on Machine Learning (ICML), 2024. |
In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization Inproceedings In: Proceedings of the 41st International Conference on Machine Learning (ICML), 2024. |
Position: A Call to Action for a Human-Centered AutoML Paradigm Inproceedings In: Proceedings of the 41st International Conference on Machine Learning (ICML), 2024. |
Workshops
Multi-objective Differentiable Neural Architecture Search Conference 2nd Workshop on Advancing Neural Network Training: Computational Efficiency, Scalability, and Resource Optimization (WANT@ICML), 2024. |
CoordConformer: Heterogenous EEG datasets decoding using Transformers Conference Workshop on Geometry-grounded Representation Learning and Generative Modeling (GRaM@ICML), 2024. |
FairPFN: Transformers Can do Counterfactual Fairness Conference Next Generation of AI Safety Workshop (NextGenAISafety@ICML), 2024. |