Publications

673 results for Foundation Models

Training individually fair ML models with sensitive subspace robustness
- - Mikhail Yurochkin
  - Amanda Bower
  - et al.
- 2020
- ICLR 2020
Federated Learning with Matched Averaging
- - Hongyi Wang
  - Mikhail Yurochkin
  - et al.
- 2020
- ICLR 2020
Building calibrated deep models via uncertainty matching with auxiliary interval predictors
- - Jayaraman J. Thiagarajan
  - Bindya Venkatesh
  - et al.
- 2020
- AAAI 2020
An ADMM based framework for AutoML pipeline configuration
- - Sijia Liu
  - Parikshit Ram
  - et al.
- 2020
- AAAI 2020
Moments in Time Dataset: One Million Videos for Event Understanding
- - Mathew Monfort
  - Alex Andonian
  - et al.
- 2020
- IEEE TPAMI
Generating Visually Aligned Sound from Videos
- - Peihao Chen
  - Yang Zhang
  - et al.
- 2020
- IEEE TIP
Sobolev Independence Criterion
- - Youssef Mroueh
  - Tom Sercu
  - et al.
- 2019
- NeurIPS 2019
Statistical model aggregation via parameter matching
- - Mikhail Yurochkin
  - Mayank Agarwal
  - et al.
- 2019
- NeurIPS 2019
Hierarchical optimal transport for document representation
- - Mikhail Yurochkin
  - Farzaneh Mirzazadeh
  - et al.
- 2019
- NeurIPS 2019
Alleviating label switching with optimal transport
- - Pierre Monteiller
  - Sebastian Claici
  - et al.
- 2019
- NeurIPS 2019