Publications

1450 results for Machine Learning

Procedural Image Programs for Representation Learning
- - Manel Baradad
  - Chun Fu Chen
  - et al.
- 2022
- NeurIPS 2022
AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning
- - Krishnateja Killamsetty
  - Guttu Sai Abhishek
  - et al.
- 2022
- NeurIPS 2022
FETA: Towards Specializing Foundational Models for Expert Task Applications
- - Amit Alfassy
  - Assaf Arbelle
  - et al.
- 2022
- NeurIPS 2022
GREED: A Neural Framework for Learning Graph Distance Functions
- - Rishabh Ranjan
  - Siddharth Grover
  - et al.
- 2022
- NeurIPS 2022
Approximate Euclidean lengths and distances beyond Johnson-Lindenstrauss
- - Aleksandros Sobczyk
  - Mathieu Luisier
- 2022
- NeurIPS 2022
Domain Adaptation meets Individual Fairness. And they get along.
- - Debarghya Mukherjee
  - Felix Petersen
  - et al.
- 2022
- NeurIPS 2022
Self-Supervised Multi-Granularity Map Learning for Vision-and-Language Navigation
- - Peihao Chen
  - Dongyu Ji
  - et al.
- 2022
- NeurIPS 2022
A Unified Analysis of Federated Learning with Arbitrary Client Participation
- - Shiqiang Wang
  - Mingyue Ji
- 2022
- NeurIPS 2022
Symmetry Teleportation for Accelerated Optimization
- - Bo Zhao
  - Nima Dehmamy
  - et al.
- 2022
- NeurIPS 2022
A Stochastic Linearized Augmented Lagrangian Method for Decentralized Bilevel Optimization
- - Songtao Lu
  - Siliang Zeng
  - et al.
- 2022
- NeurIPS 2022