On Learning Thresholds of Parities and Unions of Rectangles in Random Walk Models

On Optimality of Greedy Policy for a Class of Standard Reward Function of Restless Multi-armed Bandit Problem

On Probability Distributions for Trees: Representations, Inference and Learning

On q-Gaussian kernel and its Reproducing Kernel Hilbert Space

On Recovery of Sparse Signals via $\ell_1$ Minimization

On sample complexity for computational pattern recognition

On Sequence Prediction for Arbitrary Measures

On the clustering aspect of nonnegative matrix factorization

On the Convergence Speed of MDL Predictions for Bernoulli Sequences

On the Doubt about Margin Explanation of Boosting

On the Dual Formulation of Boosting Algorithms

On the Equivalence between Herding and Conditional Gradient Algorithms

On the Existence and Convergence Computable Universal Priors

On the Finite Time Convergence of Cyclic Coordinate Descent Methods

On the Foundations of Adversarial Single-Class Classification

On the Foundations of Universal Sequence Prediction

On the Job Training

On the limitations of thought experiments in physics and the consequences for physics teaching

On the monotonization of the training set

On the Necessity of Irrelevant Variables