Interpretability of Blackbox Machine Learning Models through Dataview Extraction and Shadow Model creation
Deep learning models trained using massive amounts of data tend to captu...
Learning Latent Beliefs and Performing Epistemic Reasoning for Efficient and Meaningful Dialog Management
Many dialogue management frameworks allow the system designer to directl...
Adapting general-purpose speech recognition engine output for domain-specific natural language question answering
Speech-based natural language question-answering interfaces to enterpris...
C. Anantaramverfied profile
I am working as a Visiting Faculty at Indraprastha Institute of Information Technology (IIIT Delhi) where I teach AI courses. I received my Ph.D. degree in Computer Science from IIT Bombay, India and my M.Sc.(Tech) in Comp Sci from BITS Pilani. I have 38+ years of research experience and have worked in the R&D division of Tata Consultancy Services Limited as well as other companies. I specialize in application of Artificial Intelligence techniques to real-world systems and my areas of expertise include knowledge representation, reasoning, knowledge base verification and validation, trustworthy AI systems, natural language interfaces, and integrating AI techniques in business applications.