Country
Newswire: A Large-Scale Structured Database of a Century of Historical News
In the U.S. historically, local newspapers drew their content largely from newswires
A Game-Theoretic Approach to Recommendation Systems with Strategic Content Providers
Omer Ben-Porat, Moshe Tennenholtz
Neural Information Processing Systems http://nips.cc/
Implicit Regularization of Accelerated Methods in Hilbert Spaces
Nicolò Pagliana, Lorenzo Rosasco
Neural Information Processing Systems http://nips.cc/
A Necessary and Sufficient Stability Notion for Adaptive Generalization
Moshe Shenfeld, Katrina Ligett
Intuitively,theseconcentration arguments ensure that, for anygiven function, most sample sets are good "representatives" of the distribution.
Evidential Deep Learning to Quantify Classification Uncertainty
Murat Sensoy, Lance Kaplan, Melih Kandemir
While one side of the coin is a boost of interest and investment on deep learning research, theother isanemergent need foritsrobustness, sample efficiency,security,and interpretability.
