19 December 2024
Learning from Real-World Data Challenges for Similarity Search
Author: S. (Sarah) Ibrahimi

Supervisors: M. Worring, Z.J.M.H. Geradts
Co-supervisor: N.J.E. van Noord

Group: Multimedia Analytics Lab
Link: Read or download this thesis

13 December 2024
Multimodal Machine Learning for Information Retrieval|A Vision and Language Perspective
Author: M.Y. (Mariya) Hendriksen

Supervisor: M. de Rijke
Co-supervisor: P.T. Groth

Group: Information Retrieval Lab
Link: Read or download this thesis

11 December 2024
Beyond Boundaries: Towards Generalizable Information Extraction Frameworks
Author: Z. (Zihan) Wang

Supervisors: M. de Rijke, Z.Ren


Group: Information Retrieval Lab
Link: Read or download this thesis

09 December 2024
Exploring Solutions for Low-Resource Neural Machine Translation
Author: A. (Ali) Araabi

Supervisor: C. Monz
Co-supervisor: V. Niculae

Group: Language Technology Lab
Link: Read or download this thesis

04 December 2024
The Ramifications of Data Handling for Computational Models
Author: J.G. (James) Nevin

Supervisor: P.T. Groth
Co-supervisor: M.H. Lees

Group: INtelligent Data Engineering Lab
Link: Read or download this thesis

28 November 2024
Navigating Uncertain Waters in Information Retrieval: Adapting to Domain Shifts and Complex Information Needs
Author: S. (Samarth) Bhargav

Supervisor: E. Kanoulas
Co-supervisor: W. Ferreira Aziz
Group: Information Retrieval Lab
Link: Read or download this thesis

21 November 2024
Modern Advances in Computational Credit Risk Modelling|Quantitative Approaches to Margin Value Adjustments for Interest Rate Derivatives
Author: J.H. (Jori) Hoencamp

Supervisors: B.D. Kandhai, P.M.A. Sloot
Group: Computational Science Lab
Link: Read or download this thesis

19 November 2024
Multimodal Learning Under Visually Challenging Conditions
Author: Y. (Yunhua) Zhang

Supervisor: C.G.M. Snoek
Co-supervisor: H.R. Doughty

Group: Video & Image Sense Lab
Link: Read or download this thesis

15 November 2024
Machine Learning for Scientific Simulation: Inference and Generative Models
Author: B.K. (Benjamin) Miller

Supervisors: M. Welling, C. Weniger
Co-supervisor: S.M. Nissanke, P.D. Forré

Group: Amsterdam Machine Learning Lab
Link: Read or download this thesis

14 November 2024
Learning adaptive sensing and active learning
Author: Tim Bakker

Supervisor: M. Welling
Co-supervisor: H.C. van Hoof

Group: Amsterdam Machine Learning Lab
Link: Read or download this thesis

08 November 2024
Bayesian Optimization for Liquid Chromatography Separations
Author: J.H.M. (Jim) Boelrijk

Supervisors: B. Ensing, A.G. Hoekstra
Co-supervisors: P.D. Forré, B.W.J. Pirok

Group: Computational Science Lab
Link: Read or download this thesis

06 November 2024
Effective Mobile Forensic Through Exploiting the Memory Security
Author: Aya Fukami

Supervisor: C.T.A.M. de Laat, Z.J.M.H. Geradts
Co-supervisor: F. Regazzoni

Group: Complex Cyber Infrastructure
Link: Read or download this thesis

01 November 2024
Learning Structured Representations of Objects and Relations
Author: Sindy Löwe

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

18 October 2024
Personalized Video Summarization using Text-Based Queries and Conditional Modeling
Author: Jia-Hong Huang

Supervisor: M. Worring
Co-supervisor: M. Mrak

Group: Multimedia-Analytics-Lab
Link: Read or download this thesis

08 October 2024
Mitigating Bias in Multi-Task Learning
Author: J. (Jiayi) Shen

Supervisor: M. Worring
Co-supervisor: N.J.E. van Noord

Group: Multimedia Analytics Lab
Link: Read or download this thesis

02 October 2024
Taming the dynamics of Recommender Systems
Author: R.E. (Romain) Deffayet

Supervisor: M. de Rijke
Co-supervisors: A.C. Yates, J.M. Renders

Group: Information Retrieval Lab
Link: Read or download this thesis

05 September 2024
Efficient and Accurate Forecasting in Large-scale Settings
Author: O.R. (Olivier) Sprangers

Supervisor: M. de Rijke
Co-supervisor: S. Schelter

Group: Information Retrieval Lab
Link: Read or download this thesis

01 July 2024
Deep Learning for Medical Data
Author: B. (Bas) Veeling

Supervisor: M. Welling
Co-supervisor: M. Petković

Group: Amsterdam Machine Learning Lab
Link: Read or download this thesis

14 June 2024
Multi-modal learning algorithms for efficient sequence modeling and representation learning
Author: M. (Maurits) Bleeker

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

13 June 2024
Enhancing prenatal care through deep learning
Author: S. (Szymon) Płotka

Supervisors: C.I. Sánchez Gutiérrez, I. Išgum
Co-supervisor: A. Sitek

Group: Quantitative Healthcare Analysis group
Link: Read or download this thesis

29 May 2024
Robust Resource Management for Time-Critical Tasks in the Cloud-Edge Continuum
Author: H. (Hongyun) Liu


Supervisor: P. Grosso
Co-supervisor: Z. Zhao


Group: MultiScale Networked Systems
Link: Read or download this thesis

28 May 2024
A Simulation-Driven Approach to Non-Compliance
Author: P. (Peter) Fratric

Supervisors: S. Klous, T.M. van Engers
Co-supervisor: G. Sileno

Group: Complex Cyber Infrastructure
Link: Read or download this thesis

22 May 2024
SecConNet|Smart and Secure Container Networks for Trusted Big Data Sharing
Author: S. (Sara) Shakeri

Supervisors: C.T.A.M. de Laat, P. Grosso
Co-supervisor: L.H.M. Gommans

Group: MultiScale Networked Systems
Link: Read or download this thesis

15 May 2024
Inductive Biases for Graph Neural Networks
Author: V. (Victor) García Satorras

Supervisor: M. Welling
Co-supervisor: H.C. van Hoof

Group: Amsterdam Machine Learning LaB
Link: Read or download this thesis

24 April 2024
Machine learning-based anomaly detection for radio telescopes
Author: M.B. (Misha) Mesarcik

Supervisors: R.V. van Nieuwpoort, C.T.A.M. de Laat
Co-supervisors: A.J. Boonstra, E.B. Ranguelova
Group: MultiScale Networked Systems
Link: Read or download this thesis

04 April 2024
An Agent-based Approach to the Governance of Complex Cyber-Infrastructures
Author: M. (Mostafa) Mohajeri Parizi

Supervisors: T.M. van Engers, S. Klous
Co-supervisor: G. Sileno

Group: Complex Cyber Infrastructure
Link: Read or download this thesis

03 April 2024
Tools or toys for healthcare|Investigating the appropriation of smart glasses by healthcare professionals
Author: E.N. (Niek) Zuidhof

Supervisors: S. Ben Allouch, P.P.C.C. Verbeek
Co-supervisor: O. Peters
Group: Digital Interactions Lab
Link: Read or download this thesis

03 April 2024
Advances in Information Verification using Natural Language Processing
Author: A. (Amir) Soleimani Bajestani

Supervisors: C. Monz, M. Worring

Group: Language Technology Lab
Link: Read or download this thesis

20 March 2024
Representation Learning with Structured Invariance
Author: A. (Artem) Moskalev

Supervisor: A.W.M. Smeulders
Co-supervisor: E.J. Bekkers

Group: Video & Image Sense Lab
Link: Read or download this thesis

19 March 2024
Learning Useful Representations with Variational Autoencoders
Author:  B. (Babak) Esmaeili

Supervisor: M. Welling
Co-supervisor: J.W. van de Meent

Group: Amsterdam Machine Learning Lab
Link: Read or download this thesis

15 March 2024
Reinforcement Learning and Planning for Autonomous Agent Navigation|with a Focus on Sparse Reward Settings
Author: J. (Jan) Wöhlke

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

13 March 2024
Platelet Aggregation in Complex Vessel Geometries|An In Silico Study on Cellular Blood Flow Mechanics
Author: C. (Christian) Spieker

Supervisor: A.G. Hoekstra
Co-supervisor: G. Závodszky
Group: Computational Science Lab
Link: Read or download this thesis

8 March 2024
A Machine Learning Personalization Flow
Author: G. (Gabriel) Bénédict

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

06 March 2024
Parallel Programming Systems for Scalable Scientific Computing
Author: S.J. (Stijn) Heldens

Supervisor: R.V. van Nieuwpoort
Co-supervisors: J. Maassen, B.J. van Werkhoven
Group: MultiScale Networked Systems
Link: Read or download this thesis

05 March 2024
Equivariant and coordinate independent convolutional networks
Author: M. (Maurice) Weiler

Supervisor: M. Welling
Co-supervisor: E.P. verlinde
Group: Amsterdam Machine Learning Lab
Link: Read or download this thesis

23 February 2024
Complex networks in audit
Author: M. (Marcel) Boersma

Supervisors: B.D. Kandhai, A.G. Hoekstra
Group: Computational Science Lab
Link: Read or download this thesis

23 February 2024
Table Representation Learning
Author: M. (Madelon) Hulsebos

Supervisor: P.T. Groth
Co-supervisor: C. Demiralp
Group: INtelligent Data Engineering Lab
Link: Read or download this thesis

21 February 2024
Repetition and exploration in recommendation
Author: M. (Ming) Li

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

16 February 2024
From empowering to motivating
Enhancing policy enforcement through process design and incentive implementation
Author: X. (Xin) Zhou
Supervisors: C.T.A.M. de Laat, T.M. van Engers
Co-supervisors: A.S.Z. Belloum, S. Klous
Group: Complex Cyber Infrastructure
Link: Read or download this thesis.

16 February 2024
Face comparison in forensics
A deep dive into deep learning and likelihood rations
Author: A. (Andrea) Macarulla Rodríguez

Supervisors: Z.J.M.H. Geradts, M. Worring
Group: Multimedia Analytics Lab
Link: Read or download this thesis

07 February 2024
Learning recommender systems from biased user interactions
Author: J. (Jin) Huang

Supervisor: M. de Rijke
Co-supervisors: H. van Hoof, H.R. Oosterhuis 
Group: Information Retrieval Lab
Link: Read or download this thesis

06 February 2024
Resource-aware Scheduling for 2D/3D multi-/Many-Core Processor-Memory Systems
Author: Y. (Yixian) Shen

Supervisor: A.D. Pimentel
Co-supervisor: A. Pathania
Group: Parallel Computing Systems
Link: Read or download this thesis