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Alexei Kaltchenko received his PhD in Electrical and Computer Engineering from the University of Waterloo in 2003 and MSc in Engineering Physics from Moscow Institute of Physics and Technology (Russia) in 1995.
Quantum Machine Learning
- A. Kaltchenko. ''Qubit complexity and the complexity of operators acting on the space of quantum states." Proc. SPIE 12093. Quantum Information Science, Sensing, and Computation XIV. (2022).
- A. Kaltchenko. "Descriptional complexity of unitary transformations." Proc. of International Conference on Micro- and Nano-Electronics 2021 (2022).
- E. Timofeev and A. Kaltchenko."Nearest-neighbor entropy estimators with weak metrics." Advances in Mathematics of Communications. (2014).
- A. Kaltchenko. "Reexamination of quantum data compression and relative entropy." Physical Review A. (2008).
- A. Kaltchenko."Algorithms for Estimation of Information Distance with Application to Bioinformatics and Linguistics." Proceedings of the 2004 Canadian Conference on Electrical and Computer Engineering.(2004).
- A. Kaltchenko and E.-H.Yang. "Universal Compression of Ergodic Quantum Sources," Quantum Information and Computation. (2003).
CP/PC400 Quantum Software Development
PC344 Thermodynamics & Statistical Physics
Contact Info:
Office location: N2077
Office hours:
Email for an appointment.
Languages spoken: English, Russian