Özgür Soysal

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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.

If you are mathematically inclined, please take a look at Jane Street, IBM, Bilkent

news

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