Publications

47 results for Kristjan Greenewald

Outlier-Robust Group Inference via Gradient Space Clustering
- - Yuchen Zeng
  - Kristjan Greenewald
  - et al.
- 2023
- NeurIPS 2023
k-Mixup Regularization for Deep Learning via Optimal Transport
- - Kristjan Greenewald
  - Anming Gu
  - et al.
- 2023
- TMLR
Slicing Mutual Information Generalization Bounds for Neural Networks
- - Kimia Nadjahi
  - Kristjan Greenewald
  - et al.
- 2023
- ICML 2023
Identifiability Guarantees for Causal Disentanglement from Soft Interventions
- - Jiaqi Zhang
  - Chandler Squires
  - et al.
- 2023
- ICML 2023
High-Dimensional Smoothed Entropy Estimation via Dimensionality Reduction
- - Yuancheng Yu
  - Kristjan Greenewald
  - et al.
- 2023
- ISIT 2023
Learning Proximal Operators to Discover Multiple Optima
- - Lingxiao Li
  - Noam Aigerman
  - et al.
- 2023
- ICLR 2023
Minimum-Entropy Coupling Approximation Guarantees Beyond the Majorization Barrier
- - Spencer Compton
  - Dmitriy Katz
  - et al.
- 2023
- AISTATS 2023
𝑘 -Variance: A Clustered Notion of Variance
- - Justin M. Solomon
  - Kristjan Greenewald
  - et al.
- 2022
- SIMODS
k-Sliced Mutual Information: A Quantitative Study of Scalability with Dimension
- - Ziv Goldfeld
  - Kristjan Greenewald
  - et al.
- 2022
- NeurIPS 2022
Log-Euclidean Signatures for Intrinsic Distances Between Unaligned Datasets
- - Tal Shnitzer
  - Mikhail Yurochkin
  - et al.
- 2022
- ICML 2022