Özgür Soysal

I cannot fiddle but I can make a great state from a little city (Themistocles, c.500 BC).

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06800 Bilkent University

Ankara, Turkey

I am an EEE-Physics double major student working on subjects located at the middle ground of ML and information theory.

I did work on the mathematical foundations of ML, advised by Orhan Arıkan. Recently I started working with Tolga Mete Duman on finding new bounds for the capacity of the binary deletion channel.

I also work on knowledge graph completion and goal planning for robotics in my free time.

See glen

If you are mathematically inclined and enjoy mini puzzles, please take a look at Jane Street, IBM, Bilkent

news

Apr 13, 2026 Neuromorphic is up!
Oct 24, 2025 Presented the monomial paper at APSIPA 2025

selected publications

  1. monomial.png
    Monomial Matrix Relocation on the Loss Function Level-Set of Feedforward Neural Networks
    Ozgur Soysal, Arda Ozdemir, Yigit Yildirim, and 1 more author
    In 2025 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2025
  2. lowrank.png
    Low-Rank Compression of Neural Network Weights by Null-Space Encouragement
    Arda Ozdemir, Ozgur Soysal, Ege Doganay, and 2 more authors
    In 2025 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2025