Order Constraints in Optimal Transport
- Fabian Lim
- Laura Wynter
- et al.
- 2022
- ICML 2022
Publications
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- Machine Learning
1392 results for Machine Learning
Log-Euclidean Signatures for Intrinsic Distances Between Unaligned Datasets
- Tal Shnitzer
- Mikhail Yurochkin
- et al.
- 2022
- ICML 2022
Monitoring of IoT Systems at the Edge with Transformer-based Graph Convolutional Neural Networks
- Amadou Ba
- Fabio Lorenzi
- et al.
- 2022
- EDGE 2022
Robustness and Personalization in Federated Learning: A Unified Approach via Regularization
- Achintya Kundu
- Pengqian Yu
- et al.
- 2022
- EDGE 2022
Vision Transformers are Robust Learners
- Sayak Paul
- Pin-Yu Chen
- 2022
- AAAI 2022
Training a Resilient Q-network against Observational Interference
- Chao-Han Huck Yang
- I. Te Danny Hung
- et al.
- 2022
- AAAI 2022
Zeroth-Order Optimization for Composite Problems with Functional Constraints
- Zichong Li
- Pin-Yu Chen
- et al.
- 2022
- AAAI 2022
Federated Nearest Neighbor Classification with a Colony of Fruit-Flies
- Parikshit Ram
- Kaushik Sinha
- 2022
- AAAI 2022
KerGNNs: Interpretable Graph Neural Networks with Graph Kernels
- Aosong Feng
- Chenyu You
- et al.
- 2022
- AAAI 2022
Demystifying Why Local Aggregation Helps: Convergence Analysis of Hierarchical SGD
- Jiayi Wang
- Shiqiang Wang
- et al.
- 2022
- AAAI 2022