When Does Confidence-Based Cascade Deferral Suffice? Wittawat Jitkrittum Neha Gupta Aditya Krishna Menon Harikrishna Narasimhan Ankit Singh Rawat Sanjiv Kumar Google Research, New York
–Neural Information Processing Systems
One simple deferral rule employs the confidence of the current classifier, e.g., based on the maximum predicted softmax probability.
Neural Information Processing Systems
Feb-8-2026, 17:56:12 GMT
- Country:
- Europe > Spain
- Canary Islands (0.04)
- North America
- Canada > British Columbia
- Vancouver (0.04)
- Mexico > Quintana Roo
- Cancún (0.04)
- United States
- Arizona > Maricopa County
- Scottsdale (0.04)
- California
- Los Angeles County > Long Beach (0.14)
- Monterey County > Monterey (0.04)
- San Francisco County > San Francisco (0.14)
- Santa Clara County > San Jose (0.04)
- New York (0.40)
- Arizona > Maricopa County
- Canada > British Columbia
- Europe > Spain
- Technology:
- Information Technology > Artificial Intelligence
- Machine Learning
- Neural Networks > Deep Learning (0.47)
- Statistical Learning (0.88)
- Natural Language (1.00)
- Vision (0.95)
- Machine Learning
- Information Technology > Artificial Intelligence