Recent Collaborators and Visitors
Umut Simsekli (ParisTech)
Ilker Birbil (Erasmus Univ.)
Sinan Yildirim (Sabanci Univ.)
Kamer Kaya (Sabanci)
Burak Acar (Bogazici)
Serap Kirbiz (Mef)
Hakan Erturk (Bogazici)
Current Postdocs
Yener Ulker (Algosis), Financial Data Analysis, Algorithmic Trading
Arman Boyaci (OpenMaker) Social Media Monitoring
Current Graduate and Undergraduate Students
PhD (Thesis phase)
Gokhan Capan, (2014-), Learning Representations of Human Behaviour
Serhan Danis (2014-), Distributed tracking and localization
Ertug Karamatli (2012-), Deep Learning for polyphonic music transcription
Caner Turkmen, (2014-), Bayesian inference methods for high-frequency trading
Beyza Ermis (2012-), Coupled Tensor Factorisations, Link Prediction, Privacy Preserving ML, Now at Amazon, Berlin, DE
Baris Kurt (2010-), Statistical Analysis of Network Traffic, Now at Amazon, Berlin, DE
Murat Semerci (2015-) Kernels and Tensor based Methods, Now at Daimler Research, Berlin, DE
Can Kavaklioglu (2011-) (with Ayse Bener) Tensor Decompositions, Toronto, Canada
PhD (Taking Classes)
Enes Taylan, (2017-),
Mine Ogretir (2018-)
MSc
Cagri Sofuoglu (2016-) Analysis of macroeconomical systems using Monte Carlo
Ilker Gundogdu (CSE) (2015-) Inference in Stochastic Kinematic models
Burak Kurutmaz (2016-) Bayesian Model Selection for Matrix and Tensor decompositions
Onur Poyraz (2016-) Predictive maintenance for Wind turbines
Bugrahan Sahin (2016-)
Ozge Bozal (CSE) (2018-)
Sinan Selamoglu (CSE) (2018-)
Alumni
PhD
Umut Simsekli (2011-2015), Tensor Fusion: Learning In Heterogeneous And Distributed Data, now assist. Prof. in Telecom ParisTech, France
Kenan Yilmaz (2009-2012), Bayesian Matrix and Tensor Factorisations, now consultant at, Munich
Onur Dikmen (2006-2009), now Postdoc at Helsinki University, Finland
Isik Baris Fidaner (2010-2016), Bayesian Nonparametrics, Bioinformatics,
PhD (Co-Supervision)
Dogac Basaran (2008-2015) (with Emin Anarim, EE), Multichannel Source Separation and Audio matching, now a postdoc at IRCAM, Paris
Cemil Demir (2009-2014) (with Murat Saraclar, EE), Speech Music Separation,
Cem Keskin (2009-2012) (with Lale Akarun, CMPE), now with Microsoft Research, Seattle
Paul Peeling (2006-2008 with Simon Godsill), now with Matlab, Cambridge, UK
Nick Whiteley (2005-2006 with Simon Godsill), now Lecturer in Bristol stats department, UK
Wojciech Zajdel (2003-2004 UvA with Ben Krose), now Researcher at Eagle vision, Netherlands
MSc
Semih Akbayrak (CSE) (2016-2018) Tensor Decomposition Models for Knowledge Graphs, Now PhD student in Eindhoven Technical University, the Netherlands
Alper Kamil Bozkurt (2015-2018) Parallel Resampling For Real-Time Sequential Monte Carlo, now PhD student at Duke University, ECE, USA
Mine Ogretir (2016-2018) Collaborative Filtering and Content Based Hybrid Models for Recommending Scientific Articles, Now PhD student at Boğaziçi University
Yasin Almalioglu, Particle Filtering-Based Multi-Sensory Data Fusion with Switching State-Space Model for Endoscopic Capsule Robots using Recurrent Neural Network Kinematics, now PhD student at University of Oxford, UK
Cagatay Yildiz (2014-2017) Inference and Parameter Estimation in Bayesian Change Point Models, now PhD student at Aalto University, Finland
Taha Yusuf Ceritli (CSE) (2015-2017) Modeling Bounded Data with Sum Conditioned Poisson Factorization, now PhD student at Alan Turing Inst. and University of Edinburgh, UK
Abdulkadir Celikkanat (2015-2017) Sampling and Counting Random Graphs with Prescribed
Degrees, PhD student at ParisTech
Kemal Oksuz (2015-2016) Multiobject tracking, Turkish Armed Forces and PhD student at Middle East Technical University, Ankara
Hakan Guldas (2011-2015), (with Nick Whiteley) Particle filtering with bounded interactions, now PhD student at Mathematisch Instituut, Universiteit Leiden, The Netherlands
Cem Subakan (2011-2013), (with Bulent Sankur, EE), Sequence Classification with Nonparametric Bayesian and Spectral Methods, PhD student at UIUC
Turkan Hamzaoglu (2010-2012), Statistical Analysis of Graphs with abrupt Changes, SW Eng. at Garanti bank
Beyza Ermis (2011-2012), (with Evrim Acar) Matrix and Tensor Factorisations for Link Prediction, PhD student at Bogazici Cmpe
Safiye Celik (2011-2012), Nonparametric Bayesian Biclustering,PhD student at University of Washington, Seattle, Computational Systems Biology Group
Ertug Karamatli (SWE 2011), Nearest Neighbor Search using Locality Sensitive Hashing, PhD student at Bogazici Cmpe
Umut Simsekli (2010), Real time pitch tracking with Bayesian changepoint models, PhD student at Bogazici Cmpe
Sinan Yildirim (2008-2009 with Aysin Ertuzun), Now Faculty at Sabanci University, Turkey
Tim van Kasteren (2004-2005), (University of Amsterdam)
Undergraduate
Doruk Demirci, (2017), Classification with deep learning on Theano
Burak Suyunu (2017), Document Clustering
Mehmet Akif Çördük (2017), Document Clustering
Ahmet Zorer (2017), Recommendation Systems
Mahmut Uğur Taş (2017), Recommendation Systems
Müslüm Bariş Uçaktürk (2017),
Alptekin Orbay (2017) Linear Dynamical Systems
Mert Cem Taşdemir (2017), Medical Diagnosis systems
Enes Özipek (2017),
Arda Çinar (2017), Data Visualization
Evin Pinar Örnek, (2017) Data Visualization
Erce Gurel (2016), Data Visualization
Gorkem Onder (2016), Data Visualization
Doruk Kilitçioğlu (2016), Analysis of financial news
Mert Cem Tasdemir (2016), Probabilistic Expert Systems for Diagnosis
Murat Cenk Batman (2016), Implementation of a Realtime Pitch Tracker
Bugrahan Sahin (2016), Time series Analysis via stochastic volatility models using MCMC methods, now MSc Student at Bogazici
Cem Ozen (2016), Matrix and Tensor factorization for Customer behavior analysis
Behlülcan Mert Çotuk (2016), Implementation of a Realtime Tempo Tracker as a VST Plugin
Umut Gülsün (2016), Implementation of a Realtime Tempo Tracker as a VST Plugin
Mustafa Onur Eken (2016), TrueSkill, Bayesian Skill Matching, now MSc Student in TU Munich
Mert Oğuz (2016) Analysis of financial news, now at MasterCard
Burak Kurutmaz (2016) Bayesian Model Selection, now MSc Student at Bogazici
Baris Kaya (2015-) Uniform sampling of graphs with a given degree sequence, now at Facebook
Alper Kamil Bozkurt (2015), Machine Learning on the GPU, now MSc Student at Bogazici
Burcak Agridag (2015), Beat Tracking, now MSc Student at TU Aachen, Germany
Yusuf Tarik Gunaydin (2014), Adaptive Realtime Phase Vocoder
Elcin Kulatu (2014) Temporal analysis of Turkish maqam music, now MSc Student in Trento
Saziye Toksari (2014) Tonal analysis of Turkish maqam music
Talha Kaya (2014) Game engine development, now in Barcelona
Nazire Aslan (2014) Game engine development, now in Barcelona
Kaya Tatar (2014) Cluster methods for Ising models, now PhD student at MIT, Physics
Hidir Yuzuguzel (2013) (with Emin Anarim, EE) Learning and Inference in bipartite graphs, finished MSc at Tampere, Finland, now in Germany
Sarper Sertoglu (2013) Tensor Factorisations and deep learning, now MSc student at Columbia
Alper Gungormusler (2013) VST Plugin development and User Interface Design for interactive sound synthesis
Rumeysa Camdereli (2013) Binaural Spatial audio rendering and virtual auditory scene reconstruction
Onur Yavuz (2011-2012), NMF methods for Collaborative Filtering and Recommendation Systems (Best Project Award)
Burak Uyar (2012), Adaptive MIDI sequencer
Orcun Yildiz, (2012), ATM Defect Prediction, now M.Sc. student in KTH, Sweden
Cem Subakan (2011 BOUN EE), Tensor Factorisation applications, now PhD student at UIUC CS
Irene Vidyanti, (2007 UCAM)
John Matthews (2006 UCAM)
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