Debmalya Biswas

artificial intelligence machine learning compositional ai privacy generative ai explainability reinforcement learning nlp large language models llmops responsible ai deep learning computer vision dataops ethical ai energy optimization hvac chatbots privacy preserving compuation searchable encryption autogpt discovery constraints multi-agent systems ai agents ai regulations accountability fairness bis regulations design patterns gotech world sustainability ai tech summit control theory industrial control systems guidelines design principles llms neurips enterprise ai data analytics data science mlops federated learning ijcai2021 tinyml elderly care healthcare nvidia jetson edge ai ai fusion open source compliance bias industry 4.0 azure personalizer mobile apps rewards function recommender systems elasticsearch cognitive search enterprise search bert drqa natural language search bbuzz homomorphic encryption outsourced advertising privacy policies policy evolution conflict detection smartphone apps/services