Maximilian Böther

M.Sc. Student in IT-Systems Engineering • Interests: Machine Learning, Data Processing on Modern Hardware

Hey, nice to meet you! 👋

I am currently in the last year of my Master’s studies in IT-Systems Engineering (\(\approx\) Computer Science) at Hasso Plattner Institute, Potsdam, Germany. My core interests lie in efficient large-scale data processing, modern hardware, machine learning, and especially the intersection of them. As part of my Master’s project, I am currently working on a new modern hardware stream processing engine.

I obtained a B.Sc. degree in IT-Systems Engineering from HPI in 2020. Side interests of mine include interdisciplinary work on the intersection of law and computer science in cooperation with the Center for Legal Technology and Data Science of Bucerius Law School, and the efficient implementation of algorithms.

Please find my CV here.

news

Jan 24, 2022 Our paper on deep learning for combinatorial optimization just got accepted at ICLR! Check out the final version here.
Dec 27, 2021 This website just went online!

selected publications

  1. ICLR
    What’s Wrong with Deep Learning in Tree Search for Combinatorial Optimization
    Böther, Maximilian, Kißig, Otto, Taraz, Martin, Cohen, Sarel, Seidel, Karen, and Friedrich, Tobias
    In Proceedings of the International Conference on Learning Representations (ICLR) 2022
  2. GECCO
    Evolutionary Minimization of Traffic Congestion
    Böther, Maximilian, Schiller, Leon, Fischbeck, Philipp, Molitor, Louise, Krejca, Martin S., and Friedrich, Tobias
    In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO) 2021
  3. DaMoN@SIGMOD
    Drop It In Like It’s Hot: An Analysis of Persistent Memory as a Drop-in Replacement for NVMe SSDs
    Böther, Maximilian, Kißig, Otto, Benson, Lawrence, and Rabl, Tilmann
    In Proceedings of the International Workshop on Data Management on New Hardware (DaMoN@SIGMOD) 2021