Asia
A Game-Theoretic Approach to Recommendation Systems with Strategic Content Providers
Omer Ben-Porat, Moshe Tennenholtz
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.
Surround Modulation: A Bio-inspired Connectivity Structure for Convolutional Neural Networks
Hosein Hasani, Mahdieh Soleymani, Hamid Aghajan
Neural Information Processing Systems http://nips.cc/
Fast Similarity Search via Optimal Sparse Lifting
Wenye Li, Jingwei Mao, Yin Zhang, Shuguang Cui
Neural Information Processing Systems http://nips.cc/
