For best experience please turn on javascript and use a modern browser!
You are using a browser that is no longer supported by Microsoft. Please upgrade your browser. The site may not present itself correctly if you continue browsing.

Theses Gallery 2023 Informatics Institute

14 December 2023
User-oriented recommender systems in retail
Author: M. (Mozhdeh) Ariannezhad

Supervisor: M. de Rijke.
Co-supervisor: S. Schelter
Group: Information Retrieval Lab
Link: Read or download this thesis

11 December 2023
Machine learning tasks and representations for heterogeneous information networks
Author: Y. (Yang) Fang.

Supervisor: M. de Rijke.
Co-supervisor: A. Yates
Group: Information Retrieval Lab
Link: Read or download this thesis

08 December 2023
Video-efficient foundation models
Author: F.M. (Fida) Thoker.

Supervisor: C.G.M. Snoek.
Co-supervisor: H.R. Doughty
Group: Video & Image Sense Lab
Link: Read or download this thesis

06 December 2023
Re-examining assumptions in fair and unbiased learning to rank
Author: A. (Ali) Vardasbi

Supervisor: M. de Rijke.
Co-supervisor: M. Dehghani
Group: Information Retrieval Lab
Link: Read or download this thesis

08 November 2023
Structural constraints in neural network representations
Author: A.A. (Adeel) Pervez

Supervisor: E. Gavves
Co-supervisor: C.G.M. Snoek
Group: Video & Image Sense Lab
Link: Read or download this thesis

07 November 2023
Natural inductive biases for artificial intelligence
Author: T.A. (Thomas) Keller

Supervisor: M. Welling.
Co-supervisor: H.C. van Hoof
Group: Amsterdam Machine Learning Lab
Link: Read or download this thesis

01 November 2023
Towards effective performance diagnosis for distributed applications
Author: R. (Ruyue) Xin

Supervisors: C.T.A.M. de Laat, P. Grosso
Co-supervisor: Z. Zhao
Group: Multiscale Networked Systems
Link: Read or download this thesis

25 October 2023
Going into depth
Learning morphological aspects in data modalities using neural networks

Author: R.W. (Richard) Groenendijk

Supervisor: T. Gevers
Co-supervisor: S. Karaoglu, L. Dorst
Group: Computer Vision research group
Link: Read or download this thesis

4 October 2023
Computational models of emergent organisation in conflict environments
Author: J.R. (Jurjen) Helmus

Supervisors: P.M.A. Sloot, T.M. van Engers
Co-supervisor: A.I. Barros
Group: Computational Science Lab
Link: Read or download this thesis

14 July 2023
Machine perception of interactivity in videos
Author: S. (Shuo) Chen

Supervisor: C.G.M. Snoek.
Co-supervisor: P.S.M. Mettes
Group: Video & Image Sense Lab
Link: Read or download this thesis

13 July 2023
Label-efficient learning to see
Author: T. (Tao) Hu

Supervisor: C.G.M. Snoek.
Co-supervisor: P.S.M. Mettes
Group: Video & Image Sense Lab
Link: Read or download this thesis

 

12 July 2023
Symmetry and structure in deep reinforcement learning
Author: E. (Elise) van der Pol

Supervisor: M. Welling
Co-supervisors: H.C. van Hoof, F.A. Oliehoek
Group: Amsterdam Machine Learning Lab
Link: Read or download this thesis

4 July 2023
Continuity in 3D visual learning
Author: Y. (Yunlu) Chen

Supervisor: E. Gavves
Co-supervisors: A.W.M. Smeulders, T.E.J. Mensink
Group: Video & Image Sense Lab
Link: Read or download this thesis


 

15 June 2023
Symmetry-based learning from limited data
Author: I. (Ivan) Sosnovik

Supervisor: A.W.M. Smeulders
Co-supervisor: C.G.M. Snoek
Group: Video & Image Sense Lab
Link: Read or download this thesis


 

15 June 2023
Bayesian optimization on non-conventional search spaces
Author: C. (Changyong) Oh

Supervisor: M. Welling
Co-supervisors: E. Gavves, R. Bondesan
Group: Amsterdam Machine Learning Lab
Link: Read or download this thesis


 

12 June 2023
Adapting to the social environment that we create together
Author: L. (Loes) Crielaard

Supervisors: K. Stronks, P.M.A. Sloot
Co-supervisors: M. Nicolaou, R. Quax
Group: Computational Science Lab
Link: Read or download this thesis
 

24 May 2023
Energy- and time-aware scheduling for heterogeneous high-performance embedded systems
Author: J.P. (Julius) Röder

Supervisor: A.D. Pimentel
Co-supervisor: C.U. Grelck, S.J. Altmeyer
Group: Parallel Computing Systems
Link: Read or download this thesis
 

17 May 2023
New directions in human-centered language technology
Understanding and improving NLP models
Author: M. (Maartje) ter Hoeve

Supervisor: M. de Rijke. Co-supervisor: Y. Kiseleva
Group: Information Retrieval Lab
Link: Read or download this thesis


 

16 May 2023
Vision based kinship recognition
Author: W. (Wei) Wang

Supervisor: T. Gevers
Co-supervisors: S. You, S. Karaoglu
Group: Computer Vision research group
Link: Read or download this thesis


 

26 April 2023
Photometric invariance for intrinsic image decomposition
Author: P. (Partha) Das

Supervisor: T. Gevers
Co-supervisor: S. Karaoglu
Group: Computer Vision research group
Link: Read or download this thesis



 

23 March 2023
Normalizing flows and diffusion models for discrete and geometric data
Author: P. (Patrick) Putzky

Supervisor: M. Welling
Co-supervisor: M.W.A. Caan
Group: Amsterdam Machine Learning Lab
Link: Read or download this thesis



 

17 March 2023
Non-linear dynamics of charging behaviour under growth stress
Author: J.R. (Jurjen) Helmus

Supervisor: P.M.A. Sloot
Co-supervisors: R. van den Hoed, M.A. Lees
Group: Computational Science Lab
Link: Read or download this thesis


 

16 March 2023
Normalizing flows and diffusion models for discrete and geometric data
Author: E. (Emiel) Hoogeboom

Supervisor: M. Welling.
Co-supervisor: H.C. van Hoof
Group: Amsterdam Machine Learning Lab
Link: Read or download this thesis