Frank Hutter
- Papers
- 24
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Authored papers
24The Tabular Foundation Model TabPFN Outperforms Specialized Time Series Forecasting Models Based on Simple Features
arXiv 2025
Gompertz Linear Units: Leveraging Asymmetry for Enhanced Learning Dynamics
gompertz-linear-units-leveraging-asymmetry
Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues
arXiv 2024
Diffusion-Based Neural Network Weights Generation
arXiv 2024
ARLBench: Flexible and Efficient Benchmarking for Hyperparameter Optimization in Reinforcement Learning
arXiv 2024
TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks
arXiv 2024
Large Language Models for Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering
large-language-models-for-automated-data
A General Framework for User-Guided Bayesian Optimization
arXiv 2023
Contextualize Me -- The Case for Context in Reinforcement Learning
arXiv 2022
Automated Dynamic Algorithm Configuration
arXiv 2022
Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face Recognition
NeurIPS 2023 11
Transformers Can Do Bayesian Inference
transformers-can-do-bayesian-inference
DEHB: Evolutionary Hyperband for Scalable, Robust and Efficient Hyperparameter Optimization
arXiv 2021
Self-Paced Context Evaluation for Contextual Reinforcement Learning
arXiv 2021
DACBench: A Benchmark Library for Dynamic Algorithm Configuration
arXiv 2021
Auto-PyTorch Tabular: Multi-Fidelity MetaLearning for Efficient and Robust AutoDL
arXiv 2020
Auto-Sklearn 2.0: Hands-free AutoML via Meta-Learning
arXiv 2020
Sample-Efficient Automated Deep Reinforcement Learning
ICLR 2021 1
Differential Evolution for Neural Architecture Search
arXiv 2020
Understanding and Robustifying Differentiable Architecture Search
ICLR 2020 1
Tabular Benchmarks for Joint Architecture and Hyperparameter Optimization
arXiv 2019
Decoupled Weight Decay Regularization
decoupled-weight-decay-regularization-1
A Downsampled Variant of ImageNet as an Alternative to the CIFAR datasets
arXiv 2017
SGDR: Stochastic Gradient Descent with Warm Restarts
arXiv 2016
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