ALT 2015 Accepted Papers (in no special order)
Solomonoff Induction Violates Nicod's Criterion.
Priced Learning.
Exact Learning Multivalued Dependencies.
Non-Adaptive Learning a Hidden Hypergraph.
On the Computability of Solomonoff Induction and Knowledge-Seeking.
Combining Models of Approximation with Partial Learning.
Scale-Free Algorithms for Online Linear Optimization.
Learning a Random DFA from Uniform Strings and State Information.
Online Linear Optimization for Job Scheduling under Precedence Constraints.
Multi-task and Lifelong Learning of Kernels.
Permutational Rademacher Complexity: a New Complexity Measure for Transductive Learning.
Online Learning in Markov Decision Processes with continuous actions.
Hierarchical Design of Fast Minimum Disagreement Algorithms.
Adaptive Sampling for Incremental Optimization using Stochastic Gradient Descent.
Interactive Clustering of Linear Classes and Cryptographic Lower Bounds.
Learning with Deep Cascades.
On the Rademacher Complexity of Weighted Automata.
On the teaching complexity of linear sets.
Subsampling in Smoothed Range Spaces.
Information preserving dimensionality reduction.
Learning with a Drifting Target Concept.
Bounds on the Minimax Rate for Estimating a Prior over a VC Class from Independent Learning Tasks.
Two Problems for Sophistication.