NIPS: Spotlight Session 6 – Learning Theory Spotlights

C. Zhang, K. Chaudhuri
Beyond Disagreement-Based Agnostic Active Learning

A. Sani, G. Neu, A. Lazaric
Exploiting easy data in online optimization

P. Awasthi, A. Blum, O. Sheffet, A. Vijayaraghavan
Learning Mixtures of Ranking Models

M. Mohri, A. Munoz
Optimal Regret Minimization in Posted-Price Auctions with Strategic Buyers

K. Chaudhuri, S. Dasgupta
Rates of Convergence for Nearest Neighbor Classification

M. Derezinski, M. Warmuth
The limits of squared Euclidean distance regularization