Learning Proximal Operators to Discover Multiple Optima
- Lingxiao Li
- Noam Aigerman
- et al.
- 2023
- ICLR 2023
Publications
52 results for Kristjan Greenewald
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
Entropic Causal Inference: Graph Identifiabilty
- Spencer Compton
- Kristjan Greenewald
- et al.
- 2022
- ICML 2022
Sliced Mutual Information: A Scalable Measure of Statistical Dependence
- Ziv Goldfeld
- Kristjan Greenewald
- 2021
- NeurIPS 2021
Measuring Generalization with Optimal Transport
- Ching-Yao Chuang
- Youssef Mroueh
- et al.
- 2021
- NeurIPS 2021
Improving Approximate Optimal Transport Distances using Quantization
- Gaspard Beugnot
- Aude Genevay
- et al.
- 2021
- UAI 2021
High-Dimensional Feature Selection for Sample Efficient Treatment Effect Estimation
- Kristjan Greenewald
- Karthikeyan Shanmugam
- et al.
- 2021
- AISTATS 2021