4 papers
Quantum Graph Transformer for NLP Sentiment Classification
Shamminuj Aktar, Andreas Bärtschi, Abdel-Hameed A. Badawy +1
Quantum machine learning is a promising direction for building more efficient and expressive models, particularly in domains where understanding complex, structured data is critica…
Scalable, Symbiotic, AI and Non-AI Agent Based Parallel Discrete Event Simulations
Atanu Barai, Stephan Eidenbenz, Nandakishore Santhi
To fully leverage the potential of artificial intelligence (AI) systems in a trustworthy manner, it is desirable to couple multiple AI and non-AI systems together seamlessly for co…
Generative Discrete Event Process Simulation for Hidden Markov Models to Predict Competitor Time-to-Market
Nandakishore Santhi, Stephan Eidenbenz, Brian Key +1
We study the challenge of predicting the time at which a competitor product, such as a novel high-capacity EV battery or a new car model, will be available to customers; as new inf…
Quantum Approximate Optimization: A Computational Intelligence Perspective
Christo Meriwether Keller, Satyajayant Misra, Andreas Bärtschi +1
Quantum computing is an emerging field on the multidisciplinary interface between physics, engineering, and computer science with the potential to make a large impact on computatio…