selected publications

• academic article

  • Scalability of Stochastic Gradient Descent based on 'Smart' Sampling Techniques.  Procedia Computer Science.  53:308-315. 2015

• chapter

  • Adaptive Sampling for Incremental Optimization Using Stochastic Gradient Descent.  Lecture notes in computer science. 317-331. 2015