BAYOYO 2023: Science Academy - Sabancı University - Istanbul Technical University
Machine Learning Summer School

Recent Techniques in Machine Learning: From Theory to Applications
22-25 June 2023

The event will be in Turkish.

ABOUT

BAYOYO 2023: Science Academy - Sabancı University - Istanbul Technical University Machine Learning Summer School

22-25 June 2023

We are pleased to announce the 8th Science Academy Machine Learning Summer School, which will be held in Sabancı University between 22-25 June this year. Sabancı University and Istanbul Technical University Informatics Institute organize this summer school under the supervision of the Science Academy. The first of the "Machine Learning Summer School" series was held In 2016, and in the following years, the following institutions were successfully organized with different themes:

The theme of this year's summer school will be “Recent Techniques in Machine Learning: From Theory to Applications”.

The purpose of the summer school is to:

  • refresh the basic knowledge required to conduct research in AI,
  • provide information about the latest research developments,
  • bring together industry and graduate students,
  • provide interaction between thesis students and instructors who are experts in their fields.

The target audience of the summer school is graduate students, faculty members, and interested persons in industrial establishments and technoparks who are interested in AI research.

INSTRUCTORS

GOLD SPONSORS

SILVER SPONSORS

BRONZ SPONSORS

REGISTRATION INFORMATION

Applications: 31 March - 15 May 2023 22 May 2023

Notification of acceptance: 1 June 2023

Registration: 2 - 8 June 2023

Invitation to reserve list: 9 June 2023

Registration of reserve list: 9 - 11 June 2023

Summer school applications will be received until 15 22 May 2023. Admissions will take into account the willingness to submit a poster, candidate's motivation and suitability for the purpose. After the announcement of the results, the registration fee will need to be paid. The participation fee for the summer school is 250 TL for students, 500 TL for academics and 1000 TL for the employees of the institution, to cover the expenses of the summer school. Lunch, tea and coffee treats are also included in this price. Accommodation needs of students in need may be provided in the dormitories of Sabancı University for a fee. Students who will attend from the regions affected by the earthquake will be given priority to stay in the dormitory.

22 June (Thursday)

Start End
Opening Ceremony
Onur Varol, B. Uğur Töreyin, Erkay Savaş, Ali Alpar
9:00 9:30
Açık Küme Tanıma için Derin Sinir Ağı Sınıflandırıcıları
Hakan Çevikalp
9:30 10:30
Learn to Communicate – Communicate to Learn
Deniz Gündüz
10:30 11:30
Nöromorfik Makine Öğrenimi
Ayça Özçelikkale
11:30 12:30
Lunch Break 12:30 13:30
Kuantum Destekli Yapay Zekâ
Deniz Türkpençe
13:30 14:30
Hukuk Metinleri için Doğal Dil İşleme Yaklaşımları
Aykut Koç
14:30 15:30
Coffee Break - Posters 15:30 16:30
Çizge-Zaman Uzayında Veri Analizi
Elif Vural
16:30 17:30
Robust Multiplication-Free Kernels Related with L1-Norm and Machine Learning Applications
A. Enis Çetin
17:30 18:30

23 June (Friday)

Start End
Pekiştirmeli Öğrenmeye Giriş
Nazım Kemal Üre
9:00 10:00
Bilgisayarla görü için derin alan uyarlama ve alan genellemede güncel yaklaşımlar
Erchan Aptoula
10:00 11:00
Dönüştürücü Mimarisi ve Dönüştürü Tabanlı Dil Modelleri ile Yeni Nesil Doğal Dil İşleme
Gözde Gül Şahin
11:00 12:00
Lunch Break 12:00 13:00

Machine Learning Applications in Industry - Presentations by sponsors - 1

Start End
Novit-AI
Mehmet Emre Bozkurt
13:00 13:20
Pixery
Kadir Tolga Bağcı
13:20 13:40
ISSD
Enes Yüncü
13:40 14:00
Kuartis
Kamil Berker Loğoğlu
14:00 14:20
VESTEL
Gözde Bakırlı
14:20 15:20
Analog Devices
Erman Okman ve Alican Gök
15:20 16:00
Coffee Break - Posters 16:00 17:00

Machine Learning Applications in Industry - Presentations by sponsors - 2

Start End
Roketsan
Bilge Kaan Görür
17:00 17:20
Infinia ve PlanS
Tugay Güzel
17:20 17:40
Karel
Alper Sarıkan
17:40 18:00
Havelsan
Özlem Er
18:00 18:30

24 June (Saturday)

Start End
Trustworthy AI for High-Risk Applications
Ulaş Bağcı
09:00 10:00
Yeni Nesil Biyomedikal Görüntüleme Sistemleri için Derin Öğrenme
Tolga Çukur
10:00 11:00
Medikal Görüntülerde Üretici Ağlar
İlkay Öksüz
11:00 12:00
Üretici Modellerle Resim Sentezleme
Ayşegül Dündar
12:00 13:00

There is no afternoon session on Saturday due to the Sabancı University graduation ceremony.

25 June (Sunday)

Start End
Deep Learning for Speech Synthesis and Voice Conversion
Berrak Şişman
9:00 10:00
Large Language Models
Burcu Can Buğlalılar
10:00 11:00
Olasılıksal Makine Öğrenmesi ve Bilimsel Uygulamaları
Atılım Güneş Baydin
11:00 12:00
Lunch Break 12:00 13:00
Topological Deep Learning, Going Beyond Graph Data
Tolga Birdal
13:00 14:00

Metin Demiralp - High Performance Computing and Machine Learning Session

Başlangıç Bitiş
OpenMP ile paylaşımlı bellek mimarilerinde paralel programlama ve matris operasyonları
Süha Tuna
14:00 15:00
CUDA ile GPU Programlamaya Giriş
Kamer Kaya
15:00 16:00
Coffee Break - Posters 16:00 16:30
Introduction to security, fairness and privacy for AI
Murat Kantarcıoğlu
16:30 18:30

ADVISORY BOARD

A. Aydın Alatan

Middle East Technical University

Bülent Sankur

Boğaziçi University

CONTACT

For any questions or problems, please contact the address below.

[email protected]