Publications from 2021

LAGraph: Linear algebra, network analysis libraries, and the study of graph algorithms Tech Report

G. Szárnyas (Gábor), D.A. Bader (David), T.A. Davis (Timothy), J. Kitchen (James), T.G. Mattson (Timothy), S. McMillan (Scott) and E. Welch (Erik)

Optimizing hypergraph-based polynomials modeling job-occupancy in queuing with redundancy scheduling Article

D. Brosch (Daniel), M. Laurent (Monique) and J.A.J. Steenkamp (Andries)

Automatic and efficient tomographic reconstruction algorithms Dissertation

M.J. Lagerwerf (Rien)

Subjective evaluation of visual quality and simulator sickness of short 360 videos: ITU-T Rec. P.919 Article

J. Gutiérrez (Jesús), P. Pérez (Pablo), M. Orduna (Marta), A. Singla (Ashutosh), C. Cortés (Carlos), P. Mazumdar (Pramit), I. Viola (Irene), K. Brunnström (Kjell), F. Battisti (Federica), N. Cieplińska (Natalia), et al. D. Juszka (Dawid), L. Janowski (Lucjan), M. Leszczuk (Mikołaj), F. Adeyemi-Ejeye (Femi), Y. Hu (Yaosi), Z. Chen (Zhenzhong), G. Van Wallendael (Glenn), P. Lambert (Peter), C. Díaz (César), J. Hedlund (John), O. Hamsis (Omar), S. Fremerey (Stephan), F. Hofmeyer (Frank), A. Raake (Alexander) and P.S. César Garcia (Pablo Santiago)

Progressive Mergesort: Merging batches of appends into progressive indexes In Proceedings

P.T. Holanda (Pedro) and S. Manegold (Stefan)

Sampling hypergraphs with given degrees Article

M. Dyer (Martin), C. Greenhill (Catherine), P.S. Kleer (Pieter), J. Ross (James) and L. Stougie (Leen)

Brief announcement: Malicious security comes for free in consensus with leaders Conference Paper

M.A. Abspoel (Mark), T. Attema (Thomas) and M. Rambaud (Matthieu)

A deep multimodal learning approach to perceive basic needs of humans from Instagram profile Article

M.M. Dehshibi (Mohammad Mahdi), B. Baiani (Bita), G. Pons (Gerard) and D. Masip (David)

Incomplete Directed Perfect Phylogeny in linear time In Proceedings

G. Bernardini (Giulia), P. Bonizzoni (Paola) and P. Gawrychowski (Paweł)

The many dimensions of truthfulness: Crowdsourcing misinformation assessments on a multidimensional scale Article

M. Soprano (Michael), K. Roitero (Kevin), D. La Barbera (David), D. Ceolin (Davide), D. Spina (Damiano), S. Mizzaro (Stefano) and G. Demartini (Gianluca)

Deep gated Hebbian predictive coding accounts for emergence of complex neural response properties along the visual cortical hierarchy Article

S. Dora (Shirin), S.M. Bohte (Sander) and C. Pennartz (Cyriel)

Prediction of voltage distribution using deep learning and identified key smart meter locations Article

M. Mokhtar (Maizura), V. Robu (Valentin), D. Flynn (David), C. Higgins (Ciaran), J. Whyte (Jim), C. Loughran (Caroline) and F. Fulton (Fiona)

Bayesian seismic inversion: A fast sampling Langevin dynamics Markov chain Monte Carlo method Article

M. Izzatullah (Muhammad), T. van Leeuwen (Tristan) and D. Peter (Daniel)

Performance optimization and load-balancing modeling for superparametrization by 3D LES In Proceedings

G. van den Oord (Gijs), M. Chertova (Maria), F.R. Jansson (Fredrik), F.I. Pelupessy (Inti), A.P. Siebesma (Pier) and D.T. Crommelin (Daan)

Photoacoustic reconstruction using sparsity in Curvelet frame: Image versus data domain Article

B. Pan (Bolin), S. Arridge (Simon), F. Lucka (Felix), B.T. Cox (Ben), N. Huynh (Nam), P. Beard (Paul), E. Zhang (Edward) and M. Betcke (Marta)

Improved bounds on Fourier Entropy and Min-entropy Article

S. Arunachalam (Srinivasan), S. Chakraborty (Sourav), M. Koucký (Michal), N. Saurabh (Nitin) and R.M. de Wolf (Ronald)

Improving reproducibility in synchrotron tomography using implementation-adapted filters In Proceedings

P.S. Ganguly (Poulami), D.M. Pelt (Daniël), D. Gürsoy (Doǧa), F. De Carlo (Francesco) and K.J. Batenburg (Joost)

Optional stopping with Bayes factors: A categorization and extension of folklore results, with an application to invariant situations Article

A.A. Hendriksen (Allard), R. de Heide (Rianne) and P.D. Grünwald (Peter)

Sign-rank can increase under intersection Article

M. Bun (Mark), N.S. Mande (Nikhil) and J. Thaler (Justin)

LAGraph: Linear algebra, network analysis libraries, and the study of graph algorithms In Proceedings

G. Szárnyas (Gábor), D.A. Bader (David), T.A. Davis (Timothy), J. Kitchen (James), T.G. Mattson (Timothy), S. McMillan (Scott) and E. Welch (Erik)

Comparing methods for finding search sessions on a specified topic: A double case study In Proceedings

T. Bogaard (Tessel), A. Bilgin (Aysenur), J. Wielemaker (Jan), L. Hollink (Laura), K. Ribbens (Kees) and J.R. van Ossenbruggen (Jacco)

X-ray computed tomography for non-invasive dendrochronology reveals a concealed double panelling on a painting from Rubens’ studio Article

M. Domínguez-Delmás (Marta), F.G. Bossema (Francien), J. Dorscheid (Jan), S.B. Coban (Sophia), Hall-Aquitania (Moorea), K.J. Batenburg (Joost) and E. Hermens (Erma)

State estimation for aoristic models Tech Report

M.N.M. van Lieshout (Marie-Colette) and R.L. Markwitz (Robin)

Progressive indexes Dissertation

P.T. Holanda (Pedro)

An evaluation of first-come, first-served scheduling in a geometrically-constrained wet bulk terminal Article

H. Heisen (Heleen), J. van der Lei (Joachim), J. Zuidema (Joost), T. Koch (Thomas) and E.R. Dugundji (Elenna)

Advanced lattice sieving on GPUs, with Tensor Cores In Proceedings

L. Ducas (Léo), M.M.J. Stevens (Marc) and W.P.J. van Woerden (Wessel)

On the compressed-oracle technique, and post-quantum security of proofs of sequential work In Proceedings

K.-M. Chung (Kai-Min), S. Fehr (Serge), Y.-H. Huang (Yu-Hsuan) and T.-N. Liao (Tai-Ning)

rschoonhoven/BlooPy: v0.3 Software

R.A. Schoonhoven (Richard)

3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning Article

M.A.J.M. van Eijnatten (Maureen), L. Rundo (Leonardo), K.J. Batenburg (Joost), F. Lucka (Felix), E. Beddowes (Emma), C. Caldas (Carlos), F.A. Gallagher (Ferdia), E. Sala (Evis), C.-B. Schönlieb (Carola-Bibiane) and R. Woitek (Ramona)

Hybrid linkage learning for permutation optimization with Gene-pool optimal mixing evolutionary algorithms In Proceedings

M.W. Przewozniczek (Michal), M.M. Komarnicki (Marcin), P.A.N. Bosman (Peter), D. Thierens (Dirk), B. Frej (Bartosz) and N.H. Luong (Hoang)

Hospital simulation model optimisation with a random ReLU expansion surrogate model In Proceedings

L. Bliek (Laurens), A. Guijt (Arthur) and R. Karlsson (Rickard)

Black-box mixed-variable optimisation using a surrogate model that satisfies integer constraints In Proceedings

L. Bliek (Laurens), A. Guijt (Arthur), S. Verwer (Sicco) and M.M. de Weerdt (Mathijs)

An efficient passive-to-active compiler for honest-majority MPC over rings In Proceedings

M.A. Abspoel (Mark), A. Dalskov (Anders), D. Escudero (Daniel) and A. Nof (Ariel)

Assessing the quality of online reviews using formal argumentation theory In Proceedings

D. Ceolin (Davide), G. Primiero (Giuseppe), J. Wielemaker (Jan) and M. Soprano (Michael)

Model-based evolutionary algorithms: GECCO 2021 tutorial In Proceedings

D. Thierens (Dirk) and P.A.N. Bosman (Peter)

Multiple correlation sequences not approximable by nilsequences Article

J. Briët (Jop) and B. Green (Ben)

Applied Cryptography and Network Security Workshops Proceedings

Efficient high cone-angle artifact reduction in circular cone-beam CT using deep learning with geometry-aware dimension reduction Article

J. Minnema (Jordi), M.A.J.M. van Eijnatten (Maureen), H.H. Der Sarkissian (Henri), S. Doyle (Shannon), J. Koivisto (Juha), J. Wolff (Jan), T. Forouzanfar (Tymour), F. Lucka (Felix) and K.J. Batenburg (Joost)

Comparison of convolutional neural network training strategies for cone-beam CT image segmentation Article

J. Minnema (Jordi), J. Wolff (Jan), J. Koivisto (Juha), F. Lucka (Felix), K.J. Batenburg (Joost), T. Forouzanfar (Tymour) and M.A.J.M. van Eijnatten (Maureen)

Neutral dissociation of methane by electron impact and a complete and consistent cross section set Article

D.D. Bouwman (Dennis), A. Martinez (Andy), B.J. Braams (Bastiaan) and U. Ebert (Ute)

Unsupervised foreign object detection based on dual-energy absorptiometry in the food industry Article

V. Andriiashen (Vladyslav), R. van Liere (Robert), T. van Leeuwen (Tristan) and K.J. Batenburg (Joost)

CoShaRP: A convex program for single-shot tomographic shape sensing Article

A.A. Kadu (Ajinkya), T. van Leeuwen (Tristan) and K.J. Batenburg (Joost)

Corrigendum to “Total value adjustment for a stochastic volatility model. A comparison with the Black–Scholes model” Article

B. Salvador Mancho (Beatriz) and C.W. Oosterlee (Kees)

How old are young people when they start having sex? Unravelling the applicability of Cox proportional hazards regression Article

H. de Graaf (Hanneke), J.A. ter Schure (Judith) and G.A.F.S. van Liere (Geneviève)

The study of three-dimensional fingerprint recognition in cultural heritage: Trends and challenges Article

D. Sero (Dzemila), I. Garachon (Isabelle), E. Hermens (Erma), R. van Liere (Robert) and K.J. Batenburg (Joost)

Efficient online weighted multi-level paging In Proceedings

N. Bansal (Nikhil), J. Naor (Joseph) and O. Talmon (Ohad)

Machine learning pipeline for battery state-of-health estimation Tech Report

D. Roman (Darius), S. Saxena (Saurabh), V. Robu (Valentin), M. Pecht (Michael) and D. Flynn (David)

On the integrality gap of binary integer programs with Gaussian data Tech Report

S.J. Borst (Sander), D.N. Dadush (Daniel), S. Huiberts (Sophie) and S.S.K. Tiwari (Samarth)

Simulations of positive streamers in air in different electric fields: Steady motion of solitary streamer heads and the stability field Tech Report

H.L. Francisco (Hani), H.J. Teunissen (Jannis), B. Bagheri (Behnaz) and U. Ebert (Ute)

The impact of uncertainty on predictions of the CovidSim epidemiological code Article

W.N. Edeling (Wouter), H. Arabnejad (Hamid), R. Sinclair (Robert), D. Suleimenova (Diana), K. Gopalakrishnan (Krishnakumar), B. Bosak (Bartosz), D. Groen (Derek), I. Mahmood (Imran), D.T. Crommelin (Daan) and P.V. Coveney (Peter)

Well-founded extensive games with perfect information In Proceedings

K.R. Apt (Krzysztof) and S.E. Simon (Sunil)

Towards optimal demand-side bidding in parallel auctions for time-shiftable electrical loads In Proceedings

R. Saur (Roland), J.A. La Poutré (Han) and N. Yorke-Smith (Neil)

Van tellen naar voorspellen : sturen op risico's met een voorspellend wiskundig model op basis van historische brandweerdata Article

M. School (Martine), M. de Graaf (Maurits), M.N.M. van Lieshout (Marie-Colette), E. Sanders (Emiel) and R. de Wit (Ron)

Reduced order modeling for parameterized time-dependent PDEs using spatially and memory aware deep learning Article

N.T. Mücke (Nikolaj), S.M. Bohte (Sander) and C.W. Oosterlee (Kees)

Evidence accumulation and associated error-related brain activity as computationally-informed prospective predictors of substance use in emerging adulthood Article

A.S. Weigard (Alexander), S.J. Brislin (Sarah), L.M. Cope (Lora), J.E. Hardee (Jillian), M.E. Martz (Meghan), A. Ly (Alexander), R.A. Zucker (Robert), C. Sripada (Chandra) and M.M. Heitzeg (Mary)

ME-MCTS: Online generalization by combining multiple value estimators In Proceedings

H.J.S. Baier (Hendrik) and M. Kaisers (Michael)

A CT dataset of a small wooden block Dataset

F.G. Bossema (Francien)

Three line trajectory X-ray tomography datasets of a small wooden block Dataset

F.G. Bossema (Francien)

A line trajectory X-ray tomography dataset of a wooden plank Dataset

F.G. Bossema (Francien)

A line trajectory X-ray tomography dataset of the Hugo de Groot bookchest Dataset

F.G. Bossema (Francien), J. Dorscheid (Jan), A. Kostenko (Alexander) and S.B. Coban (Sophia)

Dating and provenancing the Woman with lantern sculpture – A contribution towards attribution of Netherlandish art Article

M. Domínguez-Delmás (Marta), F.G. Bossema (Francien), B. van der Mark (Bieke), A. Kostenko (Alexander), S.B. Coban (Sophia), S. van Daalen (Sjoerd), P. van Duin (Paul) and K.J. Batenburg (Joost)

Learning continuous-time working memory tasks with on-policy neural reinforcement learning Article

D. Zambrano (Davide), P.R. Roelfsema (Pieter) and S.M. Bohte (Sander)

Regularisation for PCA- and SVD-type matrix factorisations Tech Report

A. Khoshrou (Majid) and E.J.E.M. Pauwels (Eric)

Differentially private correlation clustering Tech Report

M. Bun (Mark), M. Eliáš (Marek) and J. Kulkarni (Janardhan)

Differentially private correlation clustering In Proceedings

M. Bun (Mark), M. Eliáš (Marek) and J. Kulkarni (Janardhan)

Local Search is a remarkably strong baseline for Neural Architecture Search Tech Report

T. Den Ottelander (Tom), A. Dushatskiy (Arkadiy), M. Virgolin (Marco) and P.A.N. Bosman (Peter)

Valuation of electricity storage contracts using the COS method Article

B.C. Boonstra (Boris) and C.W. Oosterlee (Kees)

Lightweight delegated authentication with identity fraud detection for cyber-physical systems In Proceedings

Z. Yang (Zheng), C. Yin (Chao), C. Jin (Chenglu), J. Ning (Jianting) and J. Zhou (Jianying)

Tutorial applications for Verification, Validation and Uncertainty Quantification using VECMA toolkit Article

D. Suleimenova (Diana), H. Arabnejad (Hamid), W.N. Edeling (Wouter), D.P. Coster (David), O.O. Luk (Onnie), J. Lakhlili (Jalal), V. Jancauskas (Vytautas), M. Kulczewski (Michal), L. Veen (Lourens), D. Ye, et al. P. Zun (Pavel), V.V. Krzhizhanovskaya, A.G. Hoekstra (Alfons), D.T. Crommelin (Daan), P.V. Coveney (Peter) and D. Groen (Derek)

Technical perspective DIAMetrics: Benchmarking query engines at scale Article

P.A. Boncz (Peter)

k-Forrelation optimally separates quantum and classical query complexity In Proceedings

N. Bansal (Nikhil) and M. Sinha (Makrand)

Modeling with mocking In Proceedings

J. Stoel (Jouke), T. van der Storm (Tijs) and J.J. Vinju (Jurgen)

Jesus bleibet meine Freude : CWI Choir Update meeting 17.06.2021 Online Video

Infill asymptotics for adaptive kernel estimators of spatial intensity Article

M.N.M. van Lieshout (Marie-Colette)

Novelty and MCTS In Proceedings

H.J.S. Baier (Hendrik) and M. Kaisers (Michael)

Robust online planning with imperfect models Proceedings

M. Rostov (Maxim) and M. Kaisers (Michael)

Value targets in off-policy AlphaZero: A new greedy backup Article

J.D. Willemsen (Daniël), H.J.S. Baier (Hendrik) and M. Kaisers (Michael)

Robust multi-agent Q-learning in cooperative games with adversaries In Proceedings

E. Nisioti (Eleni), D. Bloembergen (Daniel) and M. Kaisers (Michael)

Introduction: The mathematics of energy systems Article

P. Mancarella (Pierluigi), J. Moriarty (John), A. Philpott (Andy), A. Veraart (Almut), S. Zachary (Stan) and A.P. Zwart (Bert)

Large fluctuations in locational marginal prices Article

T. Nesti (Tommaso), J. Moriarty (John), A. Zocca (Alessandro) and A.P. Zwart (Bert)

TAKCO: A platform for extracting novel facts from tables In Proceedings

B.B. Kruit (Benno), P.A. Boncz (Peter) and J. Urbani (Jacopo)

Towards explainable MCTS In Proceedings

H.J.S. Baier (Hendrik) and M. Kaisers (Michael)

Explainable search In Proceedings

H.J.S. Baier (Hendrik) and M. Kaisers (Michael)

The no-free-lunch theorems of supervised learning Article

T.F. Sterkenburg (Tom) and P.D. Grünwald (Peter)

Complete resource pooling of a load-balancing policy for a network of battery swapping stations Article

F. Sloothaak, J. Cruise (James), V. Shneer (Seva), M. Vlasiou (Maria) and A.P. Zwart (Bert)

Local Search is a remarkably strong baseline for Neural Architecture Search In Proceedings

T. Den Ottelander (Tom), A. Dushatskiy (Arkadiy), M. Virgolin (Marco) and P.A.N. Bosman (Peter)

Rule-based strategies for dynamic life cycle investment Article

T.R.B. den Haan, K.W. Chau (Ki), M. van der Schans (Martin) and C.W. Oosterlee (Kees)

The influence of O2 on positive streamer initiation in supercritical CO2 with field ionization using a 3-D particle model Article

M.F. Abbas (Muhammad Farasat), G.Y. Sun (Guang Yu), X.C. Yuan (Xu Chu), X. Li (Xiaoran), X. Zhang (Xing), A.B. Sun (Anbang) and G.J. Zhang (Guanjun)

Deep denoising for multi-dimensional synchrotron X-ray tomography without high-quality reference data Article

A.A. Hendriksen (Allard), M. Bührer (Minna), L. Leone (Laura), M. Merlini (Marco), N.R. Viganò (Nicola), D.M. Pelt (Daniël), F. Marone (Federica), M. di Michiel (Marco) and K.J. Batenburg (Joost)

Deep learning for CVA computations of large portfolios of financial derivatives Article

K.H. Andersson (Kristoffer) and C.W. Oosterlee (Kees)

OGRE: Overlap Graph-based metagenomic Read clustEring Article

M. Balvert (Marleen), X. Luo (Xiao), T. Hauptfeld (Ernestina), A. Schönhuth (Alexander) and B.E. Dutilh (Bas)

Reduced order models for the incompressible Navier-Stokes equations on collocated grids using a ‘discretize-then-project’ approach Article

S.K. Kelbij Star (Sabrina), B. Sanderse (Benjamin), G. Stabile (Giovanni), G. Rozza (Gianluigi) and J. Degroote (Joris)

Constructing antidictionaries of long texts in output-sensitive space Article

L.A.K. Ayad (Lorraine), G. Badkobeh (Golnaz), G. Fici (Gabriele), A. Heliou (Alice) and S. Pissis (Solon)

A novel method for dendrochronology of large historical wooden objects using line trajectory X-ray tomography Article

F.G. Bossema (Francien), M. Domínguez-Delmás (Marta), W.J. Palenstijn (Willem Jan), A. Kostenko (Alexander), J. Dorscheid (Jan), S.B. Coban (Sophia), E. Hermens (Erma) and K.J. Batenburg (Joost)

Relaxed regularization for linear inverse problems Article

N. Luiken (Nick) and T. van Leeuwen (Tristan)

Variable projection for non-smooth problems Article

T. van Leeuwen (Tristan) and A.Y. Aravkin (Aleksandr)

Predicting lessee switch behavior using logit models In Proceedings

J.-W. Feilzer, () (Jan-Willem), D. Stroosnier (Daan), E.R. Dugundji (Elenna) and T. Koch (Thomas)

Applying transfer learning and various ANN architectures to predict transportation mode choice in Amsterdam In Proceedings

R.J.W. Buijs (Ruurd), T. Koch (Thomas) and E.R. Dugundji (Elenna)

Bicycle parking in station areas in the Netherlands In Proceedings

J.R.A. van Kampen (Jullian), L. Knapen (Luk), E.J.E.M. Pauwels (Eric), R.D. van der Mei (Rob) and E.R. Dugundji (Elenna)