Welcome! I was a postdoc (officially called Research Fellow) of professor Graham Cormode. Since May 2021, I'm an assistant professor at the Computer Science Institute of Charles University in Prague. Please visit my webpage at CSI for up-to-date information.

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News

• 18. 2. 2021: A new paper comparing t-digest and ReqSketch, in particular demonstrating that t-digest is prone to adversarial attacks and doesn't work for samples from a highly non-uniform distribution, even though it works very well on uniformly distributed data.
• 26. 11. 2020: I've become a part of the team working on the Apache DataSketches project, where I'm in particular involved in implementing our algorithm for computing quantiles with relative error.
• 11. 11. 2020: A new paper about streaming algorithms for the geometric Steiner Forest problem. The interesting point is that it combines sketching and sampling techniques (previously used for MST) with the dynamic-programming approach previously used for an offline PTAS.
• 1. 9. 2020: I have started as an assistant professor at the Computer Science Institute of Charles University in Prague (currently, I'm on a leave there till April 2021).
• 17. 7. 2020: We have prepared a paper about relative error streaming quantiles with a new algorithm called ReqSketch for this problem. There's also a proof-of-concept Python implementation of our algorithm.
• 16. 1. 2020: We updated the arXiv version of our optimal lower bound for quantile summaries (or, more simply, for finding the median in a data stream). We've added more intuition on how it works, and also included a new (relatively simple) lower bound for a related problem of biased quantiles.
• 1. 7. 2019: We updated the arXiv version of the packet scheduling paper with a φ-competitive algorithm. The analysis is rewritten in an equivalent way that is hopefully more intuitive, and some other parts of the paper are also revised. Stay tuned, another revision will follow in O(1) months!
• 14. 5. 2019: Two new papers about streaming algorithms appeared at arXiv: one with a tight lower bound for quantile summaries and the other about bin packing and vector scheduling.
• 25. 9. 2018: I successfully defended my thesis, which ended up my studies (after 4 years of PhD, 9 years at Charles University, and 22 years in total!).
• 3. 9. 2018: I have started as a postdoc of Graham Cormode at the University of Warwick.

Research Interests

Publications