Venkatesh Saligrama
AI Professor and Amazon Scholar
Department of Electrical and Computer Engineering
Department of Computer Science (by courtesy)
8 St. Mary’s Street, Room 438, Boston University, MA 02215
srv@bu (add dot edu)
Research Interests
Resource-Constrained Learning
Efficient Training and Inference: Federated Training for Heterogenous Devices and Data
Budgeted Learning: Test-time Feature Acquisition Costs
Hybrid Inference: IoT/Cloud models, Selective Classification
Learning with Limited Supervision
In-Context Learning: Meta-Learning, Contextual Reinforcement Learning
Open Set Recognition: Zero-Shot Learning, Few-Shot Learning, Cross-Modal Transfer
AI and Society
Mitigating Bias in Machine-Learned Representations
Learning and Estimation on Graphs and Networks
Subgraph Anomaly Detection, Community and Network Change Detection