
Handy Formulas for Binomial Moments
Despite the relevance of the binomial distribution for probability theor...
read it

Simple Analysis of JohnsonLindenstrauss Transform under Neuroscience Constraints
The paper reanalyzes a version of the celebrated JohnsonLindenstrauss ...
read it

Concentration Bounds for the Collision Estimator
We prove a strong concentration result about the natural collision estim...
read it

Stochastic Analysis of Collision Estimator
We prove a strong concentration result about the collision estimator, wh...
read it

Revisiting Concentration of Missing Mass
We revisit the problem of missing mass concentration, deriving Bernstein...
read it

Revisiting Initialization of Neural Networks
Good initialization of weights is crucial for effective training of deep...
read it

Efficient Sampled Softmax for Tensorflow
This short paper discusses an efficient implementation of sampled softma...
read it

Practical Estimation of Renyi Entropy
Entropy Estimation is an important problem with many applications in cry...
read it

Chain Rules for Hessian and Higher Derivatives Made Easy by Tensor Calculus
Computing multivariate derivatives of matrixlike expressions in the com...
read it

Bounds on Bayes Factors for Binomial A/B Testing
Bayes factors, in many cases, have been proven to bridge the classic va...
read it

Kernel Density Estimation Bias under Minimal Assumptions
Kernel Density Estimation is a very popular technique of approximating a...
read it

Simple Root Cause Analysis by Separable Likelihoods
Root Cause Analysis for Anomalies is challenging because of the tradeof...
read it
Maciej Skorski
is this you? claim profile