Maciej Skorski

1. A Modern Analysis of Hutchinson's Trace Estimator
   2020/12/23 by Maciej Skorski, Skorski, Maciej · 3 citations
   Computer Science · Mathematics · #Applications (stat.AP) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Statistics Theory (math.ST) #cs.LG #math.ST #stat.AP #stat.TH
2. Simulating Auxiliary Inputs, Revisited
   2015/03/02 by Maciej Skorski, Maciej Skórski, Skorski, Maciej · 1 citation
   Computer Science · #Coding theory and cryptography #Computational Complexity (cs.CC) #Cryptographic Implementations and Security #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #cs.CC #cs.CR
3. Strong Chain Rules for Min-Entropy under Few Bits Spoiled
   2017/02/27 by Maciej Skorski, Skorski, Maciej · 1 citation
   Computer Science · Mathematics · #FOS: Computer and information sciences #Information Theory (cs.IT) #cs.IT #math.IT
4. Chain Rules for Hessian and Higher Derivatives Made Easy by Tensor Calculus
   2019/11/29 by Maciej Skorski, Maciej Skórski, Skorski, Maciej · 1 citation
   Computer Science · Engineering · Mathematics · #Advanced Numerical Analysis Techniques #Computational Physics and Python Applications #FOS: Computer and information sciences #Matrix Theory and Algorithms #Symbolic Computation (cs.SC) #Tensor decomposition and applications #cs.SC
5. Missing Mass Concentration for Markov Chains
   2020/01/10 by Maciej Skorski, Maciej Skórski, Skorski, Maciej · 1 citation
   Computer Science · Mathematics · #FOS: Mathematics #Machine Learning and Algorithms #Markov Chains and Monte Carlo Methods #Probability (math.PR) #Statistical Methods and Inference #math.PR
6. Revisiting Initialization of Neural Networks
   2020/04/20 by Maciej Skorski, Maciej Skórski, Skorski, Maciej +4 · 1 citation
   Computer Science · Mathematics · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #cs.LG #math.OC #stat.ML