COCO: Performance Assessment - Hansen, Nikolaus; Auger, Anne; Brockhoff, Dimo; Tusar, Dejan; Tušar, Tea (2016)
https://arxiv.org/abs/1605.03560 - ArXiv e-prints, arXiv:1605.03560

ChaLearn Looking at People RGB-D Isolated and Continuous Datasets for Gesture Recognition - Wan, Jun; Zhao, Yibing; Zhou, Shuai; Guyon, Isabelle; Escalera, Sergio; Li, Stan Z. (CVPR 2016 - IEEE Conference on Computer Vision and Pattern Recognition - Workshops, 2016)

Editorial: special issue on computational intelligence for vision and robotics - Garcia-Rodriguez, Jose; Guyon, Isabelle; Escalera, Sergio; Psarrou, Alexandra; Lewis, Andrew; Cazorla, Miguel (Neural Computing and Applications, 2016)

How Machine Learning won the Higgs Boson Challenge - Adam-Bourdarios, Claire; Cowan, Glen; Germain, Cécile; Guyon, Isabelle; Kégl, Balázs; Rousseau, David (European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2016)

Latent binary MRF for online reconstruction of large scale systems - Martin, Victorin; Lasgouttes, Jean-Marc; Furtlehner, Cyril (Annals of Mathematics and Artificial Intelligence, 2016)

Feature Based Algorithm Configuration: A Case Study with Differential Evolution - Belkhir, Nacim; Dréo, Johann; Savéant, Pierre; Schoenauer, Marc (Parallel Problem Solving from Nature – PPSN XIV, 2016)

Random Shuffling and Resets for the Non-stationary Stochastic Bandit Problem - Allesiardo, Robin; Féraud, Raphaël; Maillard, Odalric-Ambrym (2016)
https://arxiv.org/abs/1609.02139 - working paper or preprint

Anomaly Detection with the Voronoi Diagram Evolutionary Algorithm - Martí, Luis; Fansi-Tchango, Arsene; Navarro, Laurent; Schoenauer, Marc (Parallel Problem Solving from Nature – PPSN XIV, 2016)
https://arxiv.org/abs/1610.08640

Analysis of Linear Convergence of a (1 + 1)-ES with Augmented Lagrangian Constraint Handling - Atamna, Asma; Auger, Anne; Hansen, Nikolaus (GECCO 2016 - Genetic and Evolutionary Computation Conference, 2016)

Data acquisition for analytical platforms: Automating scientific workflows and building an open database platform for chemical anlysis metadata - Tfaili, Sana; Bui Thi, Diem; Rafes, Karima; Tfayli, Ali; Baillet-Guffroy, Arlette; Germain, Cécile; Chaminade, Pierre (Chimiométrie XVII, 2016)
Poster

ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An overview - Escalante, Hugo Jair; Ponce-Lopez, Victor; Wan, Jun; Riegler, Michael A.; Chen, Baiyu; Clapes, Albert; Escalera, Sergio; Guyon, Isabelle; Baró, Xavier; Halvorsen, Pal; Müller, Henning; Larson, Martha (ICPR 2016 - 23rd International Conference on Pattern Recognition - Workshops, 2016)

The Tracking Machine Learning Challenge - Rousseau, David; Germain, Cécile; Innocente, Vincenzo; Cenci, Riccardo; Kagan, Michael; Guyon, Isabelle; Clark, David; Farrell, Steven; Carney, Rebecca; Salzburger, Andreas; Costanzo, Davide; Elsing, Markus; et al. (NIPS workshop: Challenges in Machine Learning (CiML), 2016)
Poster

Formalization and mathematical modelling - Tubaro, Paola (History of Economic Analysis, 2016)

An Artificial Immune System for Offline Isolated Handwritten Arabic Character Recognition - Boufenar, Chaouki; Batouche, Mohamed; Schoenauer, Marc (Evolving Systems, 2016)

Analysis of Different Types of Regret in Continuous Noisy Optimization - Astete-Morales, Sandra; Cauwet, Marie-Liesse; Teytaud, Olivier (Genetic and Evolutionary Computation Conference 2016, 2016)
https://arxiv.org/abs/1607.06651

ChaLearn LAP 2016: First Round Challenge on First Impressions - Dataset and Results - Ponce-Lopez, Victor; Chen, Baiyu; Oliu, Marc; Cornearu, Ciprian; Clapes, Albert; Guyon, Isabelle; Baró, Xavier; Escalante, Hugo Jair; Escalera, Sergio (ECCV 2016 - European Conference on Computer Vision - Workshops, 2016)

Practical Riemannian Neural Networks - Marceau-Caron, Gaétan; Ollivier, Yann (2016)
https://arxiv.org/abs/1602.08007 - working paper or preprint

Learning Iterative Processes with Recurrent Neural Networks to Correct Satellite Image Classification Maps - Maggiori, Emmanuel; Charpiat, Guillaume; Tarabalka, Yuliya; Alliez, Pierre (2016)
https://arxiv.org/abs/1608.03440 - working paper or preprint

Projection-Based Restricted Covariance Matrix Adaptation for High Dimension - Akimoto, Youhei; Hansen, Nikolaus (Genetic and Evolutionary Computation Conference 2016, 2016)

VorAIS: A Multi-Objective Voronoi Diagram-based Artificial Immune System - Marti, Luis; Fansi-Tchango, Arsene; Navarro, Laurent; Schoenauer, Marc (Genetic and Evolutionary Computation Conference, GECCO 2016, 2016)
Poster

Word Embedding and Statistical Based Methods for Rapid Induction of Multiple Taxonomies - Muchemi, Lawrence; Grefenstette, Gregory (2016)
working paper or preprint

Online Model Selection for Restricted Covariance Matrix Adaptation - Akimoto, Youhei; Hansen, Nikolaus (Parallel Problem Solving from Nature – PPSN XIV, 2016)

Solving the inverse Ising problem by mean-field methods in a clustered phase space with many states - Decelle, Aurélien; Ricci-Tersenghi, Federico (Physical Review E, 2016)
https://arxiv.org/abs/1501.03034 - 6 pages, 5 figures

ChaLearn Looking at People and Faces of the World: Face Analysis Workshop and Challenge 2016 - Escalera, Sergio; Torres, Mercedes; Martinez, Brais; Baró, Xavier; Escalante, Hugo Jair; Guyon, Isabelle; Tzimiropoulos, Georgios; Corneou, Ciprian; Oliu, Marc; Bagheri, Mohammad Ali; Valstar, Michel (The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2016)

Unbounded Population MO-CMA-ES for the Bi-Objective BBOB Test Suite - Krause, Oswin; Glasmachers, Tobias; Hansen, Nikolaus; Igel, Christian (GECCO'16 - Companion of Proceedings of the 2016 Genetic and Evolutionary Computation Conference, 2016)

Transforming Wikipedia into an Ontology-based Information Retrieval Search Engine for Local Experts using a Third-Party Taxonomy - Grefenstette, Gregory; Rafes, Karima (Joint Second Workshop on Language and Ontology & Terminology and Knowledge Structures (LangOnto2 + TermiKS) LO2TKS, 2016)
https://arxiv.org/abs/1511.01259

Benchmarking MATLAB's gamultiobj (NSGA-II) on the Bi-objective BBOB-2016 Test Suite - Auger, Anne; Brockhoff, Dimo; Hansen, Nikolaus; Tušar, Dejan; Tušar, Tea; Wagner, Tobias (GECCO 2016 - Genetic and Evolutionary Computation Conference, 2016)

Benchmarking RM-MEDA on the Bi-objective BBOB-2016 Test Suite - Auger, Anne; Brockhoff, Dimo; Hansen, Nikolaus; Tušar, Dejan; Tušar, Tea; Wagner, Tobias (GECCO 2016 - Genetic and Evolutionary Computation Conference, 2016)

COCO: The Experimental Procedure - Hansen, Nikolaus; Tušar, Tea; Mersmann, Olaf; Auger, Anne; Brockhoff, Dimo (2016)
https://arxiv.org/abs/1603.08776 - ArXiv e-prints, arXiv:1603.08776

Anti Imitation-Based Policy Learning - Sebag, Michèle; Akrour, Riad; Mayeur, Basile; Schoenauer, Marc (Machine Learning and Knowledge Discovery in Databases - European Conference, ECML-PKDD 2016, 2016)

The Impact of Search Volume on the Performance of RANDOMSEARCH on the Bi-objective BBOB-2016 Test Suite - Auger, Anne; Brockhoff, Dimo; Hansen, Nikolaus; Tušar, Dejan; Tušar, Tea; Wagner, Tobias (GECCO 2016 - Genetic and Evolutionary Computation Conference, 2016)

Multivariate bias reduction in capacity expansion planning - Cauwet, Marie-Liesse; Teytaud, Olivier (19th Power Systems Computation Conference, 2016)

Thèse d'habilitation à diriger des recherches ''Analysis of Comparison-based Stochastic Continuous Black-Box Optimization Algorithms'' - Auger, Anne (University Paris Sud, 2016)

The Impact of Variation Operators on the Performance of SMS-EMOA on the Bi-objective BBOB-2016 Test Suite - Auger, Anne; Brockhoff, Dimo; Hansen, Nikolaus; Tušar, Dejan; Tušar, Tea; Wagner, Tobias (GECCO 2016 - Genetic and Evolutionary Computation Conference, 2016)

Le phénomène ''pro ana'': Troubles alimentaires et réseaux sociaux - Casilli, Antonio A.; Tubaro, Paola (Presses des Mines, 2016)
Le texte ci-joint est la version pre-print de l'ouvrage, sans la postface de Cécile Méadel ni les ajouts de l'éditeur. Les numéros de page ne correspondent pas nécessairement à l'édition publiée.

Learning opening books in partially observable games: using random seeds in Phantom Go - Cazenave, Tristan; Liu, Jialin; Teytaud, Fabien; Teytaud, Olivier (CIG 2016 - Computer intelligence and Games, 2016)

Matching Jobs and Resumes: a Deep Collaborative Filtering Task - Schmitt, Thomas; Caillou, Philippe; Sebag, Michèle (GCAI 2016 - 2nd Global Conference on Artificial Intelligence, 2016)

From geospatial observations of ocean currents to causal predictors of spatio-economic activity using computer vision and machine learning - Popescu, Florin; Ayache, Stéphane; Escalera, Sergio; Baró Solé, Xavier; Capponi, Cécile; Panciatici, Patrick; Guyon, Isabelle (EGU General Assembly Conference Abstracts, 2016)

Fully Convolutional Neural Networks For Remote Sensing Image Classification - Maggiori, Emmanuel; Tarabalka, Yuliya; Charpiat, Guillaume; Alliez, Pierre (IEEE International Geoscience and Remote Sensing Symposium, 2016)

Permuted Orthogonal Block-Diagonal Transformation Matrices for Large Scale Optimization Benchmarking - Ait Elhara, Ouassim; Auger, Anne; Hansen, Nikolaus (GECCO 2016, 2016)

Artificial Evolution 2015 - Bonnevay, Stephane; Legrand, Pierrick; Monmarché, Nicolas; Lutton, Evelyne; Schoenauer, Marc (Springer, 2016)

Out-of-class novelty generation: an experimental foundation * - Cherti, Mehdi; Kégl, Balázs; Kazakçi, Akin Osman (NIPS 2016 - Neural Information Processing Systems, 2016)

Low-rank Bandits with Latent Mixtures - Gopalan, Aditya; Maillard, Odalric-Ambrym; Zaki, Mohammadi (2016)
https://arxiv.org/abs/1609.01508 - working paper or preprint

Linear Convergence of Comparison-based Step-size Adaptive Randomized Search via Stability of Markov Chains - Auger, Anne; Hansen, Nikolaus (SIAM Journal on Optimization, 2016)
https://arxiv.org/abs/1310.7697

Data quality for the inverse Ising problem - Decelle, Aurélien; Ricci-Tersenghi, Federico; Zhang, Pan (Journal of Physics A: Mathematical and Theoretical, 2016)
https://arxiv.org/abs/1511.01190

Pliable rejection sampling - Erraqabi, Akram; Valko, Michal; Carpentier, Alexandra; Maillard, Odalric-Ambrym (International Conference on Machine Learning, 2016)

Noisy Optimization: Fast Convergence Rates with Comparison-Based Algorithms - Cauwet, Marie-Liesse; Teytaud, Olivier (Genetic and Evolutionary Computation Conference, 2016)
https://arxiv.org/abs/1604.08459

On the Use of Semantics in Multi-objective Genetic Programming - Galván-López, Edgar; Mezura-Montes, Efrén; Ait Elhara, Ouassim; Schoenauer, Marc (14th International Conference Parallel Problem Solving from Nature – PPSN XIV, 2016)

Self-normalization techniques for streaming confident regression - Maillard, Odalric-Ambrym (2016)
working paper or preprint

Peer Reviewed Special Section: Visualization in Mixed-Methods Research on Social NetworksSpecial section of Sociological Research Online, Guest edited by Alessio D'Angelo, Louise Ryan and Paola Tubaro - d'Angelo, Alessio; Ryan, Louise; Tubaro, Paola (Sage, 2016)

A brief Review of the ChaLearn AutoML Challenge: Any-time Any-dataset Learning without Human Intervention - Guyon, Isabelle; Chaabane, Imad; Escalante, Hugo Jair; Escalera, Sergio; Jajetic, Damir; Lloyd, James Robert; Macia, Nuria; Ray, Bisakha; Romaszko, Lukasz; Sebag, Michèle; Statnikov, Alexander; Treguer, Sebastien; et al. (International Conference in Machine Learning (ICML 2016) Workshops, 2016)

Digits that are not: Generating new types through deep neural nets - Kazakçi, Akin Osman; Mehdi, Cherti; Kégl, Balázs (International Conference on Computational Creativity, 2016)

Benchmarking the Pure Random Search on the Bi-objective BBOB-2016 Testbed - Auger, Anne; Brockhoff, Dimo; Hansen, Nikolaus; Tušar, Dejan; Tušar, Tea; Wagner, Tobias (GECCO 2016 - Genetic and Evolutionary Computation Conference, 2016)

Determining the Characteristic Vocabulary for a Specialized Dictionary using Word2vec and a Directed Crawler - Grefenstette, Gregory; Muchemi, Lawrence (GLOBALEX 2016: Lexicographic Resources for Human Language Technology, 2016)
https://arxiv.org/abs/1605.09564

Visualization in mixed-methods research on social networks - d'Angelo, Alessio; Ryan, Louise; Tubaro, Paola (Sociological Research Online, 2016)

The Visual Sociogram in Qualitative and Mixed-Methods Research - Tubaro, Paola; Ryan, Louise; d'Angelo, Alessio (Sociological Research Online, 2016)

TrackML: a LHC Tracking Machine Learning Challenge - Rousseau, David; Calafiura, Paolo; Germain, Cecile; Innocente, Vincenzo; Cenci, Riccardo; Kagan, Michael; Guyon, Isabelle; Clark, David; Farrell, Steven; Carney, Rebecca; Salzburger, Andreas; Costanzo, Davide; et al. (International Conference on Computing in High Energy and Nuclear Physics, 2016)

Biobjective Performance Assessment with the COCO Platform - Brockhoff, Dimo; Tušar, Tea; Tusar, Dejan; Wagner, Tobias; Hansen, Nikolaus; Auger, Anne (2016)
https://arxiv.org/abs/1605.01746 - ArXiv e-prints, arXiv:1605.01746

Cycle-based Cluster Variational Method for Direct and Inverse Inference - Furtlehner, Cyril; Decelle, Aurélien (Journal of Statistical Physics, 2016)

Augmented Lagrangian Constraint Handling for CMA-ES—Case of a Single Linear Constraint - Atamna, Asma; Auger, Anne; Hansen, Nikolaus (Proceedings of the 14th International Conference on Parallel Problem Solving from Nature, 2016)

Algorithm Selector and Prescheduler in the ICON challenge - Gonard, François; Schoenauer, Marc; Sebag, Michèle (META 2016 - International Conference on Metaheuristics and Nature Inspired Computing, 2016)

QR mutations improve many evolution strategies -a lot on highly multimodal problems - Teytaud, Fabien; Teytaud, Olivier (The Genetic and Evolutionary Computation Conference (GECCO 2016), 2016)

Surrogate Assisted Feature Computation for Continuous Problems - Belkhir, Nacim; Dréo, Johann; Savéant, Pierre; Schoenauer, Marc (LION 10 Learning and Intelligent OptimizatioN Conference, 2016)

Overcoming Calibration Problems in Pattern Labeling with Pairwise Ratings: Application to Personality Traits - Chen, Baiyu; Escalera, Sergio; Guyon, Isabelle; Ponce-Lopez, Victor; Shah, Nihar; Oliu, Marc (European Conference on Computer Vision (ECCV 2016) Workshops, 2016)

A BDI agent architecture for the GAMA modeling and simulation platform - Taillandier, Patrick; Bourgais, Mathieu; Caillou, Philippe; Adam, Carole; Gaudou, Benoit (MABS 2016 Multi-Agent-Based Simulation, 2016)

On the Place of Text Data in Lifelogs, and Text Analysis via Semantic Facets - Grefenstette, Gregory; Muchemi, Lawrence (iConference 2016 SIE on Lifelogging, 2016)
https://arxiv.org/abs/1606.02440