Proposed

The projects listed in this section are still available! Students interested in working for a project, please get in touch either with the main contact listed here, or with the person(s) mentioned in the project's description.
The types of the projects are: Master/Semester/Either (i.e. either Master or semester project).

#DateTypeProject nameResponsibleReport
107/11/2018MExploiting Transfer Learning to predict the economic potential of companiesMartin Rajman
207/11/2018SAutomatically building a hierarchical taxonomy of tagsMartin Rajman
306/11/2018SData Privacy, Machine Learning and IncentivesNaman Goel
426/09/2018SNovel Method to Encode Sentences for Downstream TasksDiego Antognini
524/08/2018SSummarizing Game ReviewsDiego Antognini
629/05/2018EPoincaré Embeddings for Document SummarisationAleksei Triastcyn
#DateTypeProject nameResponsibleReport

Running

These projects are currently underway and are therefore no longer available.

#DateTypeProject nameResponsibleReport
113/07/2018SCausal Inference in Observational DataIgor Kulev
207/06/2018SAnalyzing Game ReviewsDiego Antognini
307/04/2018SImplementing a Reputation Token in Blockchain (Ethereum)Naman Goel
#DateTypeProject nameResponsibleReport

Past

Here you can find former student projects and (for some of them) links to their reports.

#DateTypeProject nameResponsibleReport
123/01/2018SIARPA Challenge : Information Aggregation Competition by US Intelligence AgencyNaman Goel
230/11/2017SInvestigate Opinionated Review Document EmbeddingsDiego Antognini
329/11/2017SSimulating a Sports GameIgor Kulev
424/11/2017STackling Discrimination in the Sharing EconomyNaman Goel
524/11/2017SParsing Citations in Scientific PapersJean-Cédric Chappelier
624/11/2017SSegmentation of Proper Names in Scientific PapersJean-Cédric Chappelier
720/11/2017SA Multi-Agent Reinforcement Learning Approach to the Multi-Predator Pursuit DomainPanayiotis Danassis
820/07/2017SDialog-based Example Critiquing SystemFei Mi
913/06/2017SCollaborative Bandits for News RecommendationPanayiotis Danassis
1013/06/2017SDeep Learning for News RecommendationAleksei Triastcyn
1112/06/2017SAdaptive RoutingPanayiotis Danassis
1212/06/2017SLearning Deep Representations of Time SeriesIgor Kulev
1309/06/2017SDéploiement d\'un outil de correction automatique pour les travaux pratiques de programmationJamila Sam
1406/06/2017EPersonalized Neural Conversation ModelFei Mi
1502/06/2017SMachine Learning for Quality Aware Task Assignment in CrowdsourcingNaman Goel
1615/05/2017SNovel Approach For Tuning Models’ Hyper ParametersDiego Antognini
1715/05/2017STopic Modeling & Sentiment AnalysisDiego Antognini
1815/05/2017SNovel Machine Learning Methods For Sentiment AnalysisDiego Antognini
1904/05/2017EAmélioration et extension des outils de correction automatiques pour les MOOCsJamila Sam
2029/12/2016EKnowledge Distillation for Deep Neural NetworksAleksei Triastcyn
2122/12/2016MGenerative Adversarial Networks (GANs) for Dialog Response GenerationFei Mi
2217/11/2016EApplying Memory Networks to Question-Answering (QA)Fei Mi
2311/11/2016EData Summarisation for Imbalanced DatasetsAleksei Triastcyn
2411/11/2016ECrowdsourcing Incentives with Submodular Reward FunctionsAleksei Triastcyn
2511/11/2016SRational, not Unfair : Incentives for Fair Machine LearningNaman Goel
2611/11/2016SLarge Scale Recommender Systems (Collaborative filtering, k nearest neighbors)Naman Goel
2709/11/2016SAd-hoc teamwork in the pursuit domainPanayiotis Danassis
2803/10/2016SBuilding a multiagent competitive gaming platformIgor Kulev
2903/10/2016SPredict seizures in EEG recordingsIgor Kulev
3003/10/2016SModeling dynamic temporal behavior using Recurrent Neural NetworksIgor Kulev
3111/12/2015SMechanism Design for Monitoring Crop DiseasesGoran Radanovic
3211/12/2015SEmoMap: Emotion Sensing of the EPFL campusGoran Radanovic
3311/12/2015ESemi-Supervised Text Classification with Word RepresentationsClaudiu Musat
3414/11/2015EEvaluation Metrics Trade-off for Recommendation SystemsAleksei Triastcyn
3508/01/2015SBuilding Teams: A Co-operative Game Theory Approach and Scalable SolutionSujit Gujar
3622/12/2014SDo I hear 100?: Bidding Platform for Semester ProjectsGoran Radanovic
3718/12/2014ERecommender System Platform for the Montreux JazzFlorent Garcin
3812/12/2014SPay What you want and Share profit!!!Sujit Gujar
3912/12/2014EBetter Patrolling strategies to detect fare invasionSujit Gujar
4002/12/2014SPredicting the Success of Altruistic RequestsGoran Radanovic
4101/12/2014SDon’t sell cheap! Buyer behaviour predictionFlorent Garcin
4214/07/2014SDynamic matching in crowdsourcing platformSujit Gujarpdf
4320/05/2014ESwissnoise: Aggregating Opinions to Predict the FutureFlorent Garcin
4416/05/2014ENo news, bad news! A personalized News Recommender SystemFlorent Garcin
4516/05/2014ESay what? learning to recognize speechFlorent Garcin
4616/05/2014EIt’s all Greek to me! learning to translate languages.Florent Garcin
4702/05/2014SSecuring AuctionsSujit Gujar
4805/12/2013EExtract opinions to predict the future!Florent Garcin
4926/11/2013EIt’s all Greek to me! learning to translate languagesFlorent Garcin
5026/11/2013ESay what? learning to recognize speechFlorent Garcin
5115/11/2013SBootstrapping Recommender Systems with the CrowdsourcingGoran Radanovic
5215/11/2013SEvaluating Incentives in Crowdsourcing using GamesGoran Radanovic
5311/06/2013EWhere's the Fun in Games?Claudiu Musat
5429/05/2013SHierarchical Topic Models for NeuroscienceJean-Cédric Chappelier
5529/05/2013SExtraction of Protein Concentration from Scientific LiteratureJean-Cédric Chappelier
5616/05/2013ENo news, bad news! A personalized News Recommender SystemFlorent Garcin
5716/05/2013SCollaborative BattleshipFlorent Garcin
5812/04/2013EThe Balanced News RecommenderClaudiu Musat
5916/11/2012SContent Extraction from PDF Scientific ArticlesJean-Cédric Chappelier
6016/11/2012SGUI for Biomedical Relationships Extraction from LiteratureJean-Cédric Chappelier
6108/11/2012SSwissnoise: a stock market for predictionFlorent Garcin
6211/07/2002MForecasting Foreign Exchange Rates with Neural NetworksMarius Calin Silaghipdf
6330/04/2012EPay It Forward - a Dynamic Question Oriented Recommender SystemClaudiu Musat
6404/04/2012SInteraction with virtual elements in a reality augmented environmentJamila Sam
6529/06/2010STrading agent for Advertisement Auctions (Elias Mirza)Ludek Ciglerpdf
6606/01/2011STrading agent for Advertisement Auctions (Kirill Petropavlov)Ludek Ciglerpdf
6706/03/2012MIntelligent Modelling and Visualization of Air-Quality in LausanneJason Jingshi Lipdf
6806/03/2012EModel class priors in reinforcement learningChristos Dimitrakakis
6908/01/2012STrading agent for Advertisement Auctions (Jonas Vautherin)Ludek Ciglerpdf
7016/12/2010SGoing Once... Going Twice... Sold! - Distributed Payments Determination in Combinatorial AuctionsThomas Léauté
7116/11/2010MNatural Language Processing Tools for Biological Scientific PapersJean-Cédric Chappelier
7215/11/2010EReasoning under UncertaintyThomas Léauté
7315/11/2010EComparing Topic Models and Concept Networks for measuring text similarityJean-Cédric Chappelier
7409/11/2010SI like that song! - KDDCup on music recommendationsFlorent Garcin
7523/10/2010SA Small Step for FRODO, a Giant Leap for Multi-agent OptimizationThomas Léauté
7622/10/2010SMaking Everybody Happy in Best-First Order - Best-First Iteration in Distributed Optimization ProblemsThomas Léauté
7713/06/2010STeach me! Mapping students to problemsFlorent Garcin
7811/06/2010SLie to me - a user experiment on strategyproof mechanism designFlorent Garcin
7904/05/2010SFollow the White Rabbit - Identifying User SessionsFlorent Garcin
8011/04/2010SWho is who - Contextual User Identity IdentificationPu Li
8108/04/2010ESAT solver inside CP solverRadoslaw Szymanek
8206/04/2010SGoing Once... Going Twice... Sold! - Distributed Winner Determination in Combinatorial AuctionsThomas Léauté
8301/04/2010SSaving Lives: the Distributed Kidney Exchange ProblemThomas Léauté
8408/01/2010SMulti-agent Meeting Scheduling with Privacy GuarantiesThomas Léauté
8516/11/2009MMarket based mechanisms for optimizationBrammert Ottens
8609/11/2009SProtecting Privacy in Multi-agent Satisfaction ProblemsThomas Léauté
8721/02/2012STrading agent for Advertisement Auctions (Winnie Tse)Ludek Cigler
8801/05/2009SAnalysis of Malicious Behaviors in Information SystemPu Li
8929/04/2009SRobustness in Multi-agent Optimization under UncertaintyThomas Léauté
9028/04/2009SProtecting Privacy in Multi-agent OptimizationThomas Léauté
9127/04/2009SHeuristics for Distributed Pseudo-tree RegenerationThomas Léauté
9214/04/2009ENetwork Flow ConstraintRadoslaw Szymanek
9324/11/2008SEfficient Data Structures for Decision DiagramsThomas Léauté
9424/11/2008MIntrusion Detection SystemMichael Schumacher
9510/11/2008MGeometric ConstraintRadoslaw Szymanek
9623/05/2008SInformation Extraction out of Job ProposalsJean-Cédric Chappelier
9728/04/2008SEfficient Representation of Lexica ("Dictionnaries")Jean-Cédric Chappelier
9824/04/2008EEfficient Data Structures for Decision DiagramsThomas Léauté
9923/04/2008SConstraints promoted to First-Class statusRadoslaw Szymanek
10016/04/2008SExtensional ConstraintRadoslaw Szymanek
10115/04/2008EImplied ConstraintsRadoslaw Szymanek
10215/04/2008EDecomposition of constraintsRadoslaw Szymanek
10315/04/2008SKnapsack constraintRadoslaw Szymanek
10430/11/2007MRanking Scientific Publications using the Citation GraphMartin Vesely
10523/11/2007STruck-Task scheduling using DPOPBrammert Ottens
10622/11/2007EEfficient Data Structures for Decision DiagramsThomas Léauté
10720/11/2007MMeta Graph-Based Global ConstraintRadoslaw Szymanek
10816/11/2007EGlobal Cardinality ConstraintRadoslaw Szymanek
10916/11/2007SRegular Language Membership ConstraintRadoslaw Szymanek
11016/11/2007SExploration of different domain representationRadoslaw Szymanek
11115/11/2007SAmong ConstraintRadoslaw Szymanek
11222/10/2007EDistributed Robotic Odor Source LocalizationThomas Léauté
11306/06/2007EInformation Extraction with Markov LogicMarita Ailomaa
11419/12/2006ESelf-debugging in Complex Software SystemsThomas Léauté
11514/12/2006MMonitoring Quality of Service using Reputation MechanismsMarie Decreuzat
11614/12/2006MMonitoring Quality of Service using Reputation MechanismsMarie Decreuzat
11714/12/2006EExtract Information from Online ReviewsMarie Decreuzat
11814/12/2006MFormal Verification Methods applied to Air Traffic ControlMichael Schumacher
11912/12/2006MVerifying Workflow Properties in OpenWFEMichael Schumacher
12011/12/2006MExtending peer-to-peer networks for approximate searchMichael Schumacher
12105/12/2006SPlug-in systems in JavaMiroslav Melichar
12220/09/2006SDistributing the Agent-based Simulation of the Traffic in SwitzerlandMichael Schumacher
12311/08/2006EStore the Minimal Conflicting Sets in a Finite State MachineDavid Portabella
12411/08/2006EWeb Interface 2. AJAX + DHTMLDavid Portabella
12516/06/2006SWeb Account ManagerDavid Portabella
12616/06/2006SLearning to create Installers (Big plus when searching for a job)David Portabella
12710/03/2006EAn interface for Infoscience, Nebis and Open ArchiveDavid Portabella
12807/03/2006ECreating a User Interface with GTK+ or Ms Visual StudioDavid Portabella
12907/03/2006EExtending BitTorrentDavid Portabella
13007/02/2006SUsing Virtual Categories for browsing Content DirectoriesPaolo Viappiani
13107/02/2006EEvaluation of Preference QueriesPaolo Viappiani
13207/02/2006SA Web Interface for Apartment searchPaolo Viappiani
13330/01/2006EPDA Web InterfaceDavid Portabella
13430/01/2006EWeb Browser Control, Java Native InterfaceDavid Portabella
13526/01/2006ETimetable creator of the I&C faculty courses - using contraint satifaction programmingMichael Schumacher
13626/01/2006ESmart Mobile Timetable Application for the "Transports Publics de Lausanne"Michael Schumacher
13726/01/2006MAgent-based Simulation of the whole Swiss Railway NetworkMichael Schumacher
13826/01/2006EAgent-based Simulation of the Traffic in SwitzerlandMichael Schumacher
13926/01/2006SDistributed Web Service Directories - extending WSDirMichael Schumacher
14025/01/2006SSimulation of the Loetschberg TunnelMichael Schumacher
14125/01/2006MIDE for Web Service Composition with OpenWFE (as an Eclipse Plugin)Michael Schumacher
14203/01/2006MDevelopment of distributed distributional semantics technique on P2P systemsVinn-Toan LUU
14319/12/2005EReputation-based Quality of Service Monitoring for Service Oriented EnvironmentsMarie Decreuzat
14401/12/2005EWeb InterfaceDavid Portabella
14518/05/2005SConstraints Programming with Functors and GenericsPaolo Viappiani
14618/05/2005EJackrabbit for OpenWFEMichael Schumacher
14718/05/2005EBusiness Rules for Web ServicesMichael Schumacher
14818/05/2005EWeb Service Composition with OpenWFEMichael Schumacher
14917/05/2005EMulti-user Preference DiscoveryPaolo Viappiani
15004/05/2005EAgent-based Simulation of Intelligent Highways.Marie Decreuzat
15110/03/2005EApplying the Semantic Web to Dialogue SystemsDavid Portabella
15211/02/2005EA Multiagent Meeting Scheduling TestbedAdrian Petcu
15304/02/2005ERun-time transformation of java bytecode for Web Service invocationDavid Portabella
15402/02/2005MA Dynamic Scheduling TestbedAdrian Petcu
15507/12/2004EGraphical Process Editor for OpenWFE (as an Eclipse plugin)Michael Schumacher
15607/12/2004EXPDL to OpenWFE: A Translator for Business Processes DefinitionsMichael Schumacher
15703/12/2004MContribution to Wizard-of-Oz experimentsMiroslav Melichar
15803/12/2004EExtending RDP for Handling Related Questions and Question Relevance ScoresDavid Portabella
15903/12/2004EJCL: Editor and Scripting engine for Constraint-based Optimization ProblemsPaolo Viappiani
16003/12/2004EAlgorithms for Efficient Pareto AnalysisPaolo Viappiani
16103/12/2004MRapid Prototyping of Decision-support ApplicationsPaolo Viappiani
16203/12/2004MPerformance Improvement of Distributed Information Retrieval SystemVinn-Toan LUU
16301/12/2004SImplementation of k-best solutions in SCFG parsingJean-Cédric Chappelier
16401/12/2004MReforging of Natural Language Processing ToolkitJean-Cédric Chappelier
16503/04/2004S3D visualization methods for network security eventsPedro Bados
16613/05/2004MAgent-oriented Framework for Decentralized E-Commerce using Reputation MechanismsMarie Decreuzat
16718/05/2004EWorldwide Competitive Electronic Business AgentsIon Constantinescu
16812/05/2004MNew metrics for Information Retrieval SystemsJean-Cédric Chappelier
16930/11/-0001MImplementing language processing techniques for retrieving information from real flight database
17030/11/-0001MAgent Cities: Agent Based Information Services for Mobile Users
17130/11/-0001MAgent Cities: Deploying Agent Technology for Next Generation Internet Services
17230/11/-0001MVers un ordinateur champion du monde de Go ? (2)
17330/11/-0001MApprentissage non supervisé pour étiqueteur automatique de phrases
17430/11/-0001MRegular Expressions for Natural Language Processing
17530/11/-0001MVirtual web pages based on physical simulation
17630/11/-0001MFinite State Transducers Library
17730/11/-0001MRailway schedule agent
17830/11/-0001MA Statistical Part-of-Speech Tagger for Natural Language Processing
17930/11/-0001MNavigation dans un dictionnaire électronique
18030/11/-0001MAffine Arithmetic Library
18130/11/-0001MIntegrating Speech in Web browsers
18230/11/-0001MFlight Data Statistics Generation
18330/11/-0001MA Simple CSP Solver for Continuous Constraints
18430/11/-0001MAn Efficient Representation of Data-Oriented Parsing Tree Grammars
18530/11/-0001MA Powerfull Spelling Error Corrector and Natural Language Tokeniser
18630/11/-0001MA Description Logic reasoner based on CHRIon Constantinescu
18718/05/2004EReputation Aware Intelligent Web ServicesIon Constantinescu
18818/05/2004MSemantic Web scenariosDavid Portabella
18903/12/2004MOpen Constraint Optimization for Virtual EnterprisesAdrian Petcu
19001/01/2004MIntelligent Identification and Assessment of Web Services' Vulnerabilities: A Positive Security Model
19101/01/2004MCooperative Network Security Prevention
19201/01/2004EProactive Risk Assessment for Network Security Prevention
19306/04/2003SAide à l'enseignement: un système d'information multi-instanciableFlorian Seydoux
19430/11/-0001MAdaptation methods in case based reasoning
19530/11/-0001MMediators for Information Agents
19630/11/-0001MInterchangeability algorithms for Soft CSP
19730/11/-0001MSearch algorithms in a Distributed CSP
19801/04/2004SA Java Library for Natural Language ProcessingJean-Cédric Chappelier
19901/01/2004MClassification et catégorisation hiérarchique de documents
20001/04/2004MDistributed Computing Toolkit for Pervasive Computing Applications.Vicent Schickel-Zuber
20101/01/2004MA real statistical TCP model to understand your network layer
20201/01/2004SConcept formation for network users
20301/01/2004STowards an intelligent SPAM expert terminator
20414/04/2004SWeb security information wrappingPedro Bados
#DateTypeProject nameResponsibleReport