Saarland University, Machine Learning Group, Fak. 6 - Mathematik und Informatik, Campus E1 1, 66123 Saarbücken, Germany     

Machine Learning Group
Department of Mathematics and Computer Science - Saarland University


Researcher/Ph.D. Student,
Faculty of Mathematics and Computer Science,
Saarland University

Building E 1 1, Room 227
Universität des Saarlandes
Postfach 15 11 50
D - 66041 Saarbrücken




After completing my Bachelors in Electrical Engineering at IIT Jodhpur in 2014, I joined M.Sc Informatics in Saarland University in 2015. I was also an IMPRS-CS Master's student at MPI Informatics from 2015 to 2017. My master thesis "Variants of RMSProp and Adagrad with Logarithmic Regret Bounds" was to develop new scalable optimization algorithms for large scale machine learning problems, in particular deep networks. I have completed my Master thesis in 2017 in this group. I joined as a Phd student mid of 2017 and want to explore various interesting research directions in particular, deep learning, online learning, optimization etc.




  • M. C. Mukkamala, M. Hein
    Variants of RMSProp and Adagrad with Logarithmic Regret Bounds
    ICML 2017, PDF  (Long Version including proofs: PDF )