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Theses Gallery 2022 Informatics Institute

19 October 2022

A policy compliance detection architecture for data exchange infrastructures

Author: L. (Lu) Zhang
Supervisors: C.T.A.M. de Laat, P. Grosso
Co-supervisor: L.H.M. Gommans
Group: Complex Cyber Infrastructure group

Link: Read or download this thesis

14 October 2022

Invariance in deep representations

Author: M. (Maximilian) Ilse
Supervisor: M. Welling
Co-supervisor: J. Tomczak
Group: Amsterdam Machine Learning Lab

Link: Read or download this thesis

27 September 2022

Uncertainty, robustness and safety in artificial intelligence, with applications in healthcare

Author: S. (Shi) Hu
Supervisor: Max Welling
Co-supervisor: B. van Ginniken
Group: Amsterdam Machine Learning Lab

Link: Read or download this thesis

23 September 2022

Explaining predictions from machine learning models: algorithms, users, and pedagogy

Author: A. (Ana) Lucic
Supervisor: M. de Rijke
Co-supervisor: H. Haned
Group: Information Retrieval Lab

Link: Read or download this thesis

08 September 2022

Analysis and prediction of GPU graph algorithm performance

Author: M. (Merijn) Verstraaten
Supervisor: C.T.A.M. de Laat
Co-supervisor: A.L. Varbanescu
Group: Complex Cyber Infrastructure group

Link: Read or download this thesis

07 September 2022

Learning visual similarities robust to bias

Author: W. (William) Thong
Supervisor: C.G.M. Snoek
Co-supervisor: A.W.M. Smeulders
Group: Video Image Sense Lab

Link: Read or download this thesis

29 June 2022

Causal modeling & dynamical systems

Author: S.R. (Stephan) Bongers
Supervisor: J.M. Mooij
Co-supervisor: M. Welling
Group: Amsterdam Machine Learning Lab

Link: Read or download this thesis

17 June 2022

Multimodal deep learning on hypergraphs

Author: D. (Devanshu) Arya
Supervisor: M. Worring
Co-supervisor: S. Rudinac
Group: Multimedia Analytics Lab Amsterdam

Link: Read or download this thesis

15 June 2022

Efficient neural architectures for edge devices

Author: D. (Dolly) Sapra
Supervisor: A.D. Pimentel
Supervisor: C.T.A.M. de Laat
Group: Parallel Computing Systems

Link: Read or download this thesis

04 May 2022

Information sharing methods for multi-task learning

Author: G. (Gjorgji) Strezoski
Supervisor: M. Worring
Co-supervisor: N.J.E. van Noord
Group: Multimedia Analytics Lab Amsterdam

Link: Read or download this thesis

29 April 2022

Inductive biases for pixel representation learning

Author: Z. (Zenglin) Shi
Supervisor: C.G.M. Snoek
Co-supervisor: P.S.M. Mettes
Group: Video & Image Sense Lab

Link: Read or download this thesis

14 April 2022

Learning Continuity for Image and Video Recognition

Author: J. (Jiaojiao) Zhao
Supervisor: C.G.M. Snoek
Co-supervisor: P.S.M. Mettes
Group: Video & Image Sense Lab

Link: Read or download this thesis
 

16 February 2022

Probabilistic reasoning for uncertainty & compression in deep learning

Author: C. (Christos) Louizos
Supervisor: M. Welling
Co-supervisor: J.M. Mooij
Group: Amsterdam Machine Learning Lab

Link: Read or download this thesis
 

14 January 2022

Modelling cerebral blood flow and perfusion during acute ischaemic stroke

Author: R.M. (Raymond) Padmos
Supervisor: A.G. Hoekstra
Co-supervisor: G. Závodszky
Group: Computational Science Lab

Link: Read or download this thesis