ProfessorSvetha Venkatesh
Deakin Distinguished Professor and CoDirector, A2I2
Deakin Applied Artificial Intelligence Initiative/Applied Artificial Intelligence Initiative (Geelong)
Orcid identifier0000-0001-8675-6631 (opens in a new tab)
- Deakin Distinguished Professor and CoDirector, A2I2Deakin Applied Artificial Intelligence Initiative/Applied Artificial Intelligence Initiative (Geelong)
- +61 3 522 72905 (Work)
- Geelong Waurn Ponds Campus, 75 Pigdons Road, Waurn Ponds, Victoria 3216
TEACHING ACTIVITIES
- CURRENT DOCTORAL SUPERVISIONThe Synergistic Relationship Between Causality and Reinforcement Learning
- CURRENT DOCTORAL SUPERVISIONEfficient And Safe Large Language Models With Reinforcement Learning
- CURRENT DOCTORAL SUPERVISIONMulti-modal Time Series Forecasting using Large Language Models
- COMPLETED DOCTORAL SUPERVISIONExploiting side information in Bayesian nonparametric models and their applications
- COMPLETED DOCTORAL SUPERVISIONBayesian nonparametric multilevel modelling and applications
- COMPLETED DOCTORAL SUPERVISIONStructured representation learning from complex data
- COMPLETED DOCTORAL SUPERVISIONBayesian nonparametric learning of contexts and activities from pervasive signals
- COMPLETED DOCTORAL SUPERVISIONSocial Media as Sensor for Healthcare: A Machine Learning Approach
- COMPLETED DOCTORAL SUPERVISIONMaking Sense of Pervasive Signals: a Machine Learning Approach
- COMPLETED DOCTORAL SUPERVISIONBuilding Stable Predictive Models for Healthcare Applications: A Data-Driven Approach
- COMPLETED DOCTORAL SUPERVISIONApplied Machine Learning for Personalised Early Intervention in Autism
- COMPLETED DOCTORAL SUPERVISIONSparse representation for face images
- COMPLETED DOCTORAL SUPERVISIONKnowledge Discovery and Probabilistic Models of Online Autism Spectrum Disorder Data
- COMPLETED DOCTORAL SUPERVISIONTowards Scalable Bayesian Nonparametric Methods for Data Analytics
- COMPLETED DOCTORAL SUPERVISIONMachine Learning in Healthcare: An Investigation into Model Stability
- COMPLETED DOCTORAL SUPERVISIONRecurrent Neural Networks for Structured Data
- COMPLETED DOCTORAL SUPERVISIONAddressing Practical Challenges of Bayesian Optimization
- COMPLETED DOCTORAL SUPERVISIONEfficient Hyperparameter Tuning using Bayesian Optimization
- COMPLETED DOCTORAL SUPERVISIONRepresentation Learning in Complex Data via Pattern Discovery
- COMPLETED DOCTORAL SUPERVISIONMachine learning to fight addiction using social media
- COMPLETED DOCTORAL SUPERVISIONNonparametric Online Machine Learning with Kernels
- COMPLETED DOCTORAL SUPERVISIONHarnessing Auxiliary Knowledge Towards Efficient Bayesian Optimisation
- COMPLETED DOCTORAL SUPERVISIONVideo Anomaly Detection using Deep Generative Models
- COMPLETED DOCTORAL SUPERVISIONScalable Bayesian Optimization with Sparse Gaussian Process Models
- COMPLETED DOCTORAL SUPERVISIONNovel Deep Architectures for Representation Learning