Andreas Krause
~Andreas_Krause1
31
论文总数
15.5
年均投稿
平均评分
接收情况25/31
会议分布
ICLR
15
NeurIPS
11
ICML
4
COLM
1
发表论文 (31 篇)
202520 篇
5
Residual Deep Gaussian Processes on Manifolds
ICLR 2025Oral
4
MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximization
ICLR 2025Poster
4
Generative bandit optimization via diffusion posterior sampling
ICLR 2025withdrawn
5
Amortized SHAP values via sparse Fourier function approximation
ICLR 2025Rejected
4
Learning Safety Constraints for Large Language Models
ICML 2025Spotlight
4
SHAP values via sparse Fourier representation
NeurIPS 2025Spotlight
3
Local Mixtures of Experts: Essentially Free Test-Time Training via Model Merging
COLM 2025Poster
4
DISCOVER: Automated Curricula for Sparse-Reward Reinforcement Learning
NeurIPS 2025Poster
4
Active Fine-Tuning of Multi-Task Policies
ICML 2025Poster
4
Active Fine-Tuning of Generalist Policies
ICLR 2025Rejected
4
Optimistic Games for Combinatorial Bayesian Optimization with Application to Protein Design
ICLR 2025Poster
4
Efficiently Learning at Test-Time: Active Fine-Tuning of LLMs
ICLR 2025Poster
4
Generative Intervention Models for Causal Perturbation Modeling
ICML 2025Poster
5
Standardizing Structural Causal Models
ICLR 2025Poster
4
ActSafe: Active Exploration with Safety Constraints for Reinforcement Learning
ICLR 2025Poster
4
SOMBRL: Scalable and Optimistic Model-Based RL
NeurIPS 2025Poster
4
Provable Maximum Entropy Manifold Exploration via Diffusion Models
ICML 2025Poster
4
Flow Density Control: Generative Optimization Beyond Entropy-Regularized Fine-Tuning
NeurIPS 2025Spotlight
5
Composing Unbalanced Flows for Flexible Docking and Relaxation
ICLR 2025Oral
4
SPiDR: A Simple Approach for Zero-Shot Safety in Sim-to-Real Transfer
NeurIPS 2025Poster
202411 篇
4
Personalized Federated Learning of Probabilistic Models: A PAC-Bayesian Approach
ICLR 2024Rejected
4
Bandits with Preference Feedback: A Stackelberg Game Perspective
NeurIPS 2024Poster
4
Contextual Bilevel Reinforcement Learning for Incentive Alignment
NeurIPS 2024Poster
4
Unbalanced Diffusion Schrödinger Bridge
ICLR 2024Rejected
4
Adversarial Causal Bayesian Optimization
ICLR 2024Poster
4
DockGame: Cooperative Games for Multimeric Rigid Protein Docking
ICLR 2024Rejected
4
Submodular Reinforcement Learning
ICLR 2024Spotlight
4
When to Sense and Control? A Time-adaptive Approach for Continuous-Time RL
NeurIPS 2024Poster
4
Transductive Active Learning: Theory and Applications
NeurIPS 2024Poster
3
NeoRL: Efficient Exploration for Nonepisodic RL
NeurIPS 2024Spotlight
4
Transition Constrained Bayesian Optimization via Markov Decision Processes
NeurIPS 2024Poster