Robert D Nowak
~Robert_D_Nowak1
11
论文总数
5.5
年均投稿
平均评分
接收情况7/11
会议分布
ICLR
6
NeurIPS
3
ICML
1
COLM
1
发表论文 (11 篇)
20257 篇
4
SIEVE: General Purpose Data Filtering System Matching GPT-4o Accuracy at 1% the Cost
ICLR 2025withdrawn
4
Global Minimizers of $\ell^p$-Regularized Objectives Yield the Sparsest ReLU Neural Networks
NeurIPS 2025Poster
3
Improved Algorithm for Deep Active Learning under Imbalance via Optimal Separation
ICML 2025Poster
4
DIRECT: Deep Active Learning under Imbalance and Label Noise
ICLR 2025withdrawn
3
Pretraining Decision Transformers with Reward Prediction for In-Context Structured Bandit Learning
ICLR 2025Rejected
4
Task Vectors in In-Context Learning: Emergence, Formation, and Benefits
COLM 2025Poster
5
Unifying Generative and Dense Retrieval for Sequential Recommendation
ICLR 2025Rejected
20244 篇
3
AHA: Human-Assisted Out-of-Distribution Generalization and Detection
NeurIPS 2024Poster
4
A New Neural Kernel Regime: The Inductive Bias of Multi-Task Learning
NeurIPS 2024Poster
3
Looped Transformers are Better at Learning Learning Algorithms
ICLR 2024Poster
5
On Penalty Methods for Nonconvex Bilevel Optimization and First-Order Stochastic Approximation
ICLR 2024Spotlight