The optimistic principle for online planning in Markov decision processes
Theoretical Neuroscience and Deep Learning Theory
We need a BIT more GUTS (Grand Unified Theory of Statistics)
Foundations of Statistical Learning Theory : Empirical Infe-rence in high-dimention spaces
Complexity-Based Approach to Calibration with Checking Rules
Efficient Online Learning via Randomized Rounding
Machine Learning in Acoustic Signal Processing
Mathematics of Machine Learning
Learning using Many Examples
Meaning Propagation