Amazon SageMaker Debugger: A System for Real-Time Insights into Machine Learning Model Training.
Nathalie RauschmayrVikas KumarRahul HuilgolAndrea OlgiatiSatadal BhattacharjeeNihal HarishVandana KannanAmol LeleAnirudh AcharyaJared NielsenLakshmi RamakrishnanIshan BhattKohen ChiaNeelesh DoddaZhihan LiJiacheng GuMiyoung ChoiBalajee NagarajanJeffrey GeevargheseDenis DavydenkoSifei LiLu HuangEdward KimTyler HillKrishnaram KenthapadiPublished in: MLSys (2021)
Keyphrases
- machine learning
- real time
- formal model
- computational model
- probabilistic model
- reinforcement learning
- pattern recognition
- data analysis
- active learning
- feature selection
- knowledge representation
- conceptual model
- statistical model
- mathematical model
- test set
- theoretical framework
- maximum likelihood
- information retrieval
- statistical methods
- genetic algorithm
- theoretical analysis
- image segmentation
- management system
- probability distribution
- high level