Blog Archive

On Maximally Aligned Subspaces

On Universal Approximation of Neural Nets

On Dual Norms

NeurIPS 2018  Links to 3min Videos

Deep Learning for Robust Detection of Evasive Malware

Benchmarking OpenSource Bayesian Optimization Implementations on the COCO Noiseless Testbed

Computing the Optimal Discriminator between Mixture of Gaussians

On DeepMind's PopulationBased Training

Expected Improvement for Bayesian Optimization: A Derivation

Weighted Majority Algorithm: A beautiful algorithm for Learning from Experts

NonSmooth Analysis for Convergence of DerivativeFree Optimization

A Gentle Tour through Sampling Techniques

On the Positive Definitness of Multivariate Gaussian's Covariance Matrix

Quadratic Function Optimization via Linear Algebra

A Practical Summary to Matrix Inversion

DACE/BLUP MSE for EGO

Random Projections for Lipschitz Functions

Stochastic Processes for Expensive BlackBox Optimization

L1Norm Minimization as a Linear Program