cal
Country:
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.14)
- South America > Paraguay > Asunción > Asunción (0.04)
- Europe > France (0.04)
Technology:
An Information Theoretic Perspective on Conformal Prediction
More precisely, we prove three different ways to upper bound the intrinsic uncertainty, as described by the conditional entropy of the target variable given the inputs, by combining CP with information theoretical inequalities.
Country:
- Asia > Middle East > Jordan (0.04)
- Asia > Japan (0.04)
- North America > United States > New Jersey > Hudson County > Hoboken (0.04)
- (5 more...)
Genre:
- Research Report > Experimental Study (1.00)
- Overview (1.00)
- Instructional Material (0.93)
- Research Report > New Finding (0.67)
Industry:
- Health & Medicine (1.00)
- Information Technology (0.93)
Technology:
Country:
- North America > United States > California > Los Angeles County > Los Angeles (0.28)
- Asia > Middle East > Israel > Haifa District > Haifa (0.04)
- Asia > Middle East > Israel > Tel Aviv District > Tel Aviv (0.04)
Technology:
Derandomized novelty detection with FDR control via conformal e-values
Instead, we apply powerful machine learning models for one-class (Moya et al., 1993) or
Country:
- North America > United States > California > Los Angeles County > Los Angeles (0.28)
- Asia > Middle East > Israel > Haifa District > Haifa (0.04)
- Asia > Middle East > Israel > Tel Aviv District > Tel Aviv (0.04)
Genre:
- Research Report > New Finding (1.00)
- Research Report > Experimental Study (0.72)
Technology:
HW-Aware-GPT-Bench
NA answer to this question will not be perceived well by the reviewers.
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (0.93)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.93)
- Information Technology > Artificial Intelligence > Natural Language (0.93)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.92)
Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment
Existing image-text modality alignment in Vision Language Models (VLMs) treats each text token equally in an autoregressive manner.
Country:
- Europe > Switzerland > Vaud > Lausanne (0.04)
- Asia > China > Hubei Province > Wuhan (0.04)
Genre:
- Research Report > Experimental Study (1.00)
- Research Report > New Finding (0.67)
Technology:
Country:
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.14)
- North America > Canada > Ontario > Toronto (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Asia > Japan > Honshū > Kantō > Kanagawa Prefecture (0.04)
Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning (0.93)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.67)
- Information Technology > Artificial Intelligence > Machine Learning > Performance Analysis > Accuracy (0.46)
Country:
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.14)
- North America > Canada > Ontario > Toronto (0.04)
- North America > United States > California > San Diego County > San Diego (0.04)
- (4 more...)
Industry: Government > Regional Government > North America Government > United States Government (0.46)
Country:
- North America > United States > Illinois > Cook County > Chicago (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Europe > Italy (0.04)
- (2 more...)
Technology: