2022 blog posts

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February 28, 2022
Federated Learning with Formal Differential Privacy Guarantees
- Machine Intelligence ·
- Mobile Systems ·
- Natural Language Processing ·
- Security, Privacy and Abuse Prevention
February 28, 2022
Constrained Reweighting for Training Deep Neural Nets with Noisy Labels
- Machine Intelligence
February 23, 2022
4D-Net: Learning Multi-Modal Alignment for 3D and Image Inputs in Time
- Machine Intelligence
February 18, 2022
Robust Routing Using Electrical Flows
- Algorithms & Theory
February 17, 2022
Machine Learning for Mechanical Ventilation Control
- Health & Bioscience ·
- Machine Intelligence
February 17, 2022
The Balloon Learning Environment
- Open Source Models & Datasets
February 15, 2022
Good News About the Carbon Footprint of Machine Learning Training
- Climate & Sustainability ·
- Distributed Systems & Parallel Computing ·
- Machine Intelligence
February 11, 2022
An International Scientific Challenge for the Diagnosis and Gleason Grading of Prostate Cancer
February 10, 2022
Guiding Frozen Language Models with Learned Soft Prompts
- Conferences & Events ·
- Machine Intelligence
February 9, 2022
Nested Hierarchical Transformer: Towards Accurate, Data-Efficient, and Interpretable Visual Understanding
- Machine Intelligence ·
- Machine Perception
February 8, 2022
Robot See, Robot Do
- Machine Intelligence ·
- Machine Perception ·
- Robotics
February 8, 2022
Unlocking the Full Potential of Datacenter ML Accelerators with Platform-Aware Neural Architecture Search
- Distributed Systems & Parallel Computing ·
- Machine Perception