Departments · 1
clear filtercloud computing · networks · systems
- computer networks & systems
- multimedia/video streaming
- immersive media
- wireless/mobile
- edge/cloud
- iot
machine learning
- machine learning
- pattern recognition
- neural networks
- nonparametric estimation
software engineering
- software engineering
- programming languages
- formal methods
- applied machine learning
data science · databases
- databases
- digital libraries
- data mining
machine learning · networks
- large-scale optimization
- machine learning
- optical & wireless networking
- automated mechanism design
machine learning
- computer vision (3d reconstruction
- segmentation
- feature extraction)
- also vr/ar/graphics
machine learning
- pattern recognition
- image processing
- ml
- handwriting analysis (director
- cenparmi)
software engineering
- software design
- aspect-oriented software development
distributed systems · systems
- parallel & distributed computing
- parallel programming
machine learning
- ml & learning theory
- neural networks
- neural scaling laws
- adversarial robustness
- algorithmic bias
- optimization
software engineering
- mining software repositories
- software quality assurance
- software maintenance
- empirical se
- mobile apps
data science · databases · distributed systems
- federated data science
- data systems
- distributed systems
- nl interfaces to knowledge graphs
machine learning
- deep learning
- continual/federated learning
- computer vision (mila member)
databases
- database theory
- query processing
- datalog
software engineering
- automated program repair
- software testing
- text analytics of software artifacts
- mining software repositories
software engineering
- design & implementation of programming languages
- context-driven & demand-driven computing
software engineering
- development processes
- software testing & qa
- software architecture
- requirements engineering
software engineering
- software evolution
- global software ecosystems
- mining software repositories
- knowledge modeling
- iot
- ml
machine learning · natural language processing
- natural language processing
- artificial intelligence
machine learning
- deep learning
- computer vision
- computational pathology
machine learning
- deep learning
- conversational ai
- speech & signal processing
- representation learning (speechbrain)
machine learning · data science · databases
- database & knowledge-base systems
- uncertain data management
- query processing & optimization
- ml & data analytics
software engineering
- software maintenance
- refactoring & refactoring mining
- design quality
- software evolution analysis
- design-pattern mining
software engineering
- empirical software engineering
- code review
- mining software repositories
- software analytics
machine learning · natural language processing
- nlp
- computational linguistics
- linguistic features for social-media analysis
networks
- wireless networks
- iot
- vehicular networking
- communication protocols
- direct-to-satellite iot
- 5g
software engineering
- automated program repair
- software testing
- genetic improvement
- open-source software development
machine learning
- deep learning
- medical image processing
- computer-aided diagnosis
- pattern recognition
- ai in healthcare
data science · databases · software engineering
- data warehousing/olap
- programming languages
- code generation
- ci/cd
data science · distributed systems
- big-data infrastructures
- distributed computing pipelines
- reproducibility (neuroinformatics)
software engineering
- software engineering
- llm for se
- software testing
- aiops
machine learning
- computer vision
- machine learning
software engineering
- software development
- modelling & comprehension
- static/dynamic/historical analyses
- programming languages
- soa
- legacy software
machine learning
- machine/deep learning
- computer vision
- explainable ai
- medical image computing
- neuroimaging
machine learning · software engineering
- service-oriented computing
- web services
- ai for services