Mikhail Volkov

Affiliations:
  • Massachusetts Institute of Technology (MIT), Computer Science and Artificial Intelligence Lab


According to our database1, Mikhail Volkov authored at least 10 papers between 2011 and 2017.

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Timeline

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Bibliography

2017
Machine learning and coresets for automated real-time video segmentation of laparoscopic and robot-assisted surgery.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

2016
Machine learning and coresets for automated real-time data segmentation and summarization.
PhD thesis, 2016

Dimensionality Reduction of Massive Sparse Datasets Using Coresets.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015
Dynamic Patrolling Policy for Optimizing Urban Mobility Networks.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Fleye on the car: big data meets the internet of things.
Proceedings of the 14th International Conference on Information Processing in Sensor Networks, 2015

Coresets for visual summarization with applications to loop closure.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

2014
Coresets for k-Segmentation of Streaming Data.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

2013
ChangiNOW: A mobile application for efficient taxi allocation at airports.
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

2012
Markov-based redistribution policy model for future urban mobility networks.
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

2011
Environment Characterization for Non-recontaminating Frontier-Based Robotic Exploration.
Proceedings of the Agents in Principle, Agents in Practice - 14th International Conference, 2011


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