2021

Thesis supervisions

unige:158585	Counterfactual Interactive Learning: designing proactive artificial agents that learn from the mistakes of other decision makers	Blonde, Lionel;
unige:160358	Deep Learning for Histopathology Image Analysis From Heterogeneous and Multimodal Data Sources	Otalora Montenegro, Juan Sebastian;
unige:160342	Finding signals in the void: Improving deep latent variable generative models via supervisory signals present within data	Ramapuram, Jason Emmanuel;
unige:158176	Interpretability of Deep Learning for Medical Image Classification: Improved Understandability and Generalization	Graziani, Mara;

2020

Thesis supervisions

unige:137520

Hyper-bag-graphs and their applications: Modeling, Analyzing and Visualizing Complex Networks of Co-occurrences

Ouvrard, Xavier Eric;

2019

Scientific Articles

unige:121411

Inductive t-SNE via deep learning to visualize multi-label images

Roman Rangel, Edgar Francisco; Marchand-Maillet, Stéphane;

Proceedings Chapters

unige:129070	Computing flood probabilities using Twitter: application to the Houston urban area during Harvey	Brangbour, Etienne Alaric; Bruneau, Pierrick; Marchand-Maillet, Stéphane; Hostache, Renaud; ... Tamisier, Thomas
unige:128619	Indexability-Based Dataset Partitioning	Hoyos, Angello; Ruiz, Ubaldo; Marchand-Maillet, Stéphane; Chávez, Edgar;
unige:129030	Large-scale Nonlinear Variable Selection via Kernel Random Features	Gregorova, Magda; Ramapuram, Jason Emmanuel; Kalousis, Alexandros; Marchand-Maillet, Stéphane;

Technical Reports

unige:129068	Extracting localized information from a Twitter corpus for flood prevention	Brangbour, Etienne Alaric; Bruneau, Pierrick; Marchand-Maillet, Stéphane; Hostache, Renaud; ... Tamisier, Thomas
unige:129387	Learning by stochastic serializations	Strasser, Pablo Ramon; Armand, Stéphane; Marchand-Maillet, Stéphane; Kalousis, Alexandros;
unige:129069	The HyperBagGraph DataEdron: An Enriched Browsing Experience of Multimedia Datasets	Ouvrard, Xavier Eric; Le Goff, Jean-Marie; Marchand-Maillet, Stéphane;

2018

Scientific Articles

unige:129063

On Adjacency and e-Adjacency in General Hypergraphs: Towards a New e-Adjacency Tensor

Ouvrard, Xavier Eric; Le Goff, Jean-Marie; Marchand-Maillet, Stéphane;

Proceedings Chapters

unige:129031	On {Hb}-graphs and their application to hypergraph e-adjacency tensor	Ouvrard, Xavier Eric; Le Goff, Jean-Marie; Marchand-Maillet, Stéphane;
unige:129033	Structured nonlinear variable selection	Gregorova, Magda; Kalousis, Alexandros; Marchand-Maillet, Stéphane;

Thesis supervisions

unige:112464	Ground UV irradiance and 3D rendering techniques to predict anatomical solar UV exposure in skin cancer research and prevention	Religi, Arianna;
unige:111394	Lung tissue analysis: from local visual descriptors to global modeling	Dicente Cid, Yashin;
unige:115678	Sparse learning for variable selection with structures and nonlinearities	Gregorova, Magda;

2017

Scientific Articles

unige:97526	Employing GPU architectures for permutation-based indexing	Kruliš, Martin; Osipyan, Hasmik; Marchand-Maillet, Stéphane;
unige:103033	On Hölder Projective Divergences	Nielsen, Frank; Sun, Ke; Marchand-Maillet, Stéphane;

Proceedings Chapters

unige:119715	Forecasting and Granger Modelling with Non-linear Dynamical Dependencies	Gregorova, Magda; Kalousis, Alexandros; Marchand-Maillet, Stéphane;
unige:103203	Learning Predictive Leading Indicators for Forecasting Time Series Systems with Unknown Clusters of Forecast Tasks	Gregorova, Magda; Kalousis, Alexandros; Marchand-Maillet, Stéphane;
unige:103202	Visualizing weakly-Annotated Multi-label Mayan Inscriptions with Supervised t-SNE	Roman Rangel, Edgar Francisco; Marchand-Maillet, Stéphane;

Thesis supervisions

unige:96989	Computational models of learning the idiosyncrasy of multiword expressions	Farahmand, Meghdad;
unige:96297	Quantitative analysis of medical images: finding relevant regions-of-interest for medical decision support	Jimenez Del Toro, Oscar;

2016

Scientific Articles

unige:97600	Classification and Retrieval of Archaeological Potsherds Using Histograms of Spherical Orientations	Roman Rangel, Edgar Francisco; Jimenez-Badillo, Diego; Marchand-Maillet, Stéphane;
unige:88091	SimMap: Similarity maps for scale invariant local shape descriptors	Roman Rangel, Edgar Francisco; Wang, Changhu; Marchand-Maillet, Stéphane;

Proceedings Chapters

unige:123328	Comix: joint estimation and lightspeed comparison of mixture models	Schwander, Olivier; Marchand-Maillet, Stéphane; Nielsen, Frank;
unige:123327	Quantifying the Invariance and Robustness of Permutation-Based Indexing Schemes	Marchand-Maillet, Stéphane; Roman Rangel, Edgar Francisco; Mohamed, Hisham; Nielsen, Frank;
unige:119714	Rotation Invariant Local Shape Descriptors for Classification of Archaeological 3D Models	Roman Rangel, Edgar Francisco; Jimenez-Badillo, Diego; Marchand-Maillet, Stéphane;
unige:123329	Similarity Search of Sparse Histograms on GPU Architecture	Osipyan, Hasmik; Lokoč, Jakub; Marchand-Maillet, Stéphane;
unige:123330	Transferring Neural Representations for Low-Dimensional Indexing of Maya Hieroglyphic Art	Roman Rangel, Edgar Francisco; Can, Gulcan; Marchand-Maillet, Stéphane; Hu, Rui; ... Gatica-Perez, Daniel

2015

Scientific Articles

unige:88092

Shape-based detection of Maya hieroglyphs using weighted bag representations

Roman Rangel, Edgar Francisco; Marchand-Maillet, Stéphane;

Proceedings Chapters

unige:73193

Information geometry and minimum description length networks

Sun, Ke; Wang, Jun; Kalousis, Alexandros; Marchand-Maillet, Stéphane;

Thesis supervisions

unige:88095	Generative models for syntactic and semantic structure prediction using latent variables	Garg, Nikhil;
unige:80017	Information geometry and data manifold representations	Sun, Ke;
unige:86131	Meta-mining: a meta-learning framework to support the recommendation, planning and optimization of data mining workflows	Nguyen, Phong;
unige:73184	Use case oriented medical visual information retrieval & system evaluation	Garcia Seco De Herrera, Alba;

2014

Proceedings Chapters

unige:73194	An Information Geometry of Statistical Manifold Learning	Sun, Ke; Marchand-Maillet, Stéphane;
unige:73191	Information Geometric Density Estimation	Sun, Ke; Marchand-Maillet, Stéphane;
unige:73192	Sparsity on Statistical Simplexes and Diversity in Social Ranking	Sun, Ke; Mohamed, Hisham; Marchand-Maillet, Stéphane;

Thesis supervisions

unige:46981	Description and retrieval of medical visual information based on language modelling	Foncubierta Rodriguez, Antonio;
unige:40731	Scalable approximate k-NN in multidimensional big data	Mohamed, Hisham;
unige:43325	User-oriented medical image retrieval	Markonis, Dimitrios;

2013

Scientific Articles

unige:114847

Topic modelling of clickthrough data in image search

Morrison, Donn Alexander; Tsikrika, Theodora; Hollink, Vera; de Vries, Arjen P.; ... Marchand-Maillet, Stéphane

Proceedings Chapters

unige:34318

Multi-dimensional Information Ordering to Support Decision-Making Processes

Marchand-Maillet, Stéphane; Hofreiter, Birgit;

Master's thesis supervisions

unige:85596

Système de visualisation, d'annotation et de transcription des manuscrits numérisés de Ferdinand de Saussure

Brero, Massimo;

2012

Proceedings Chapters

unige:23590	Distributed media indexing based on MPI and MapReduce	Mohamed, Hisham; Marchand-Maillet, Stéphane;
unige:23591	Enhancing MapReduce using MPI and an optimized data exchange policy	Mohamed, Hisham; Marchand-Maillet, Stéphane;
unige:23588	SwiftLink: Serendipitous Navigation Strategy for Large-Scale Document Collections	Von Wyl, Marc; Marchand-Maillet, Stéphane;