sibirbil
I am a faculty member working on data science and optimization.
University of AmsterdamUtrecht
Pinned Repositories
HesKit
Hesaplamalı Bilim Kitabı
IMO2020
İstanbul'da Makine Öğrenmesi (27 Ocak- 2 Şubat, 2020) - Ders malzemeleri
LESS
Learning with Subset Stacking
OCDT
Output-Constrained Decision Trees (OCDT)
RuleCovering
Rule covering for interpretation and boosting
RuleDiscovery
Two algorithms based on linear programming to discover classification rules for interpretable learning.
SMB
Stochastic gradient descent with model building
VBYO
Veri Bilim - Yapay Öğrenme Yaz Okulu
VeriDefteri
Veri Defteri Üzerine Kısa Notlar (www.veridefteri.com)
YO2023
Yapay Öğrenme İçin Matematik (06/02/2023 - 10/02/2023)
sibirbil's Repositories
sibirbil/IMO2020
İstanbul'da Makine Öğrenmesi (27 Ocak- 2 Şubat, 2020) - Ders malzemeleri
sibirbil/VeriDefteri
Veri Defteri Üzerine Kısa Notlar (www.veridefteri.com)
sibirbil/VBYO
Veri Bilim - Yapay Öğrenme Yaz Okulu
sibirbil/YO2023
Yapay Öğrenme İçin Matematik (06/02/2023 - 10/02/2023)
sibirbil/SMB
Stochastic gradient descent with model building
sibirbil/LESS
Learning with Subset Stacking
sibirbil/RuleDiscovery
Two algorithms based on linear programming to discover classification rules for interpretable learning.
sibirbil/RuleCovering
Rule covering for interpretation and boosting
sibirbil/OCDT
Output-Constrained Decision Trees (OCDT)
sibirbil/HesKit
Hesaplamalı Bilim Kitabı
sibirbil/DPAccGradMethods
Differentially Private Accelerated Optimization Algorithms
sibirbil/DPMPRS
Simulation study for Differential Privacy in Multi-Party Resource Sharing (Karaca, Aydin, Birbil, Yildirim; 2024)
sibirbil/CSDT
Custom-split decision trees
sibirbil/PMBSolve
An optimization solver for unconstrained differentiable problems
sibirbil/LESS-MPI
LEarning with Subset Stacking - MPI Version
sibirbil/sibirbil.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
sibirbil/SimpleKernels
Low-dimensional Interpretable Kernels with Conic Discriminant Functions for Classification
sibirbil/TemporalBinPacking
Multi-objective temporal bin packing problem: An application in cloud computing
sibirbil/TermsOfService
sibirbil/AAAI-23-OCLLab
Optimization with Constraint Learning (OCL) AAAI-23 Lab
sibirbil/DataMoney
sibirbil/ElectraThread
Bitcointalk Electra Forum Discussion Text Corpus
sibirbil/LESS-R
Learning in Subset Stacking (R version)
sibirbil/staged-recipes
A place to submit conda recipes before they become fully fledged conda-forge feedstocks