Frank Hutter
~Frank_Hutter1
30
论文总数
15.0
年均投稿
平均评分
接收情况18/30
会议分布
ICLR
19
NeurIPS
8
ICML
3
发表论文 (30 篇)
202521 篇
5
Bayes' Power for Explaining In-Context Learning Generalizations
ICLR 2025Rejected
4
EquiTabPFN: A Target-Permutation Equivariant Prior Fitted Network
NeurIPS 2025Poster
4
Tuning LLM Judge Design Decisions for 1/1000 of the Cost
ICML 2025Poster
4
Large Language Models Engineer Too Many Simple Features for Tabular Data
ICLR 2025withdrawn
5
RNAinformer: Generative RNA Design with Tertiary Interactions
ICLR 2025Rejected
4
Beyond Random Augmentations: Pretraining with Hard Views
ICLR 2025Poster
5
Gompertz Linear Units: Leveraging Asymmetry for Enhanced Learning Dynamics
NeurIPS 2025Poster
3
DeltaProduct: Improving State-Tracking in Linear RNNs via Householder Products
NeurIPS 2025Poster
3
Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues
ICLR 2025Oral
4
Do-PFN: In-Context Learning for Causal Effect Estimation
NeurIPS 2025Spotlight
4
Learning in Compact Spaces with Approximately Normalized Transformer
NeurIPS 2025Poster
3
FairPFN: A Tabular Foundation Model for Causal Fairness
ICML 2025Poster
4
Dynamic Post-Hoc Neural Ensemblers
ICLR 2025withdrawn
4
One-shot World Models Using a Transformer Trained on a Synthetic Prior
ICLR 2025withdrawn
5
Diffusion-based Neural Network Weights Generation
ICLR 2025Poster
5
RNAformer: Axial-Attention For Homology-Aware RNA Secondary Structure Prediction
ICLR 2025Rejected
4
Multi-objective Differentiable Neural Architecture Search
ICLR 2025Poster
4
KinPFN: Bayesian Approximation of RNA Folding Kinetics using Prior-Data Fitted Networks
ICLR 2025Poster
4
LLMs Boost the Performance of Decision Trees on Tabular Data across Sample Sizes
ICLR 2025Rejected
4
Bayesian Neural Scaling Law Extrapolation with Prior-Data Fitted Networks
ICML 2025Poster
4
GAMformer: In-Context Learning for Generalized Additive Models
ICLR 2025Rejected
20249 篇
4
A General Framework for User-Guided Bayesian Optimization
ICLR 2024Spotlight
4
Hard View Selection for Contrastive Learning
ICLR 2024Rejected
4
Weight-Entanglement Meets Gradient-Based Neural Architecture Search
ICLR 2024Rejected
4
Fairness Metric Impossibility: Investigating and Addressing Conflicts
ICLR 2024Rejected
4
Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How
ICLR 2024Oral
3
Constrained Parameter Regularization
ICLR 2024Rejected
5
Improving Deep Learning Optimization through Constrained Parameter Regularization
NeurIPS 2024Poster
4
Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data
NeurIPS 2024Poster
4
TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks
NeurIPS 2024Poster