Mikhail Konobeev

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Official source

https://people.epfl.ch/mikhail.konobeev

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Related publications (1)

Please note that this is not a complete list of this person’s publications. It includes only semantically relevant works. For a full list, please refer to Infoscience.

Related publications (1)

Please note that this is not a complete list of this person’s publications. It includes only semantically relevant works. For a full list, please refer to Infoscience.

Trace norm regularization for multi-task learning with scarce data

Nicolas Henri Bernard Flammarion, Etienne Patrice Boursier, Mikhail Konobeev

Multi-task learning leverages structural similarities between multiple tasks to learn despite very few samples. Motivated by the recent success of neural networks applied to data-scarce tasks, we consider a linear low-dimensional shared representation mode ...

COLT2022

Trace norm regularization for multi-task learning with scarce data

Nicolas Henri Bernard Flammarion, Etienne Patrice Boursier, Mikhail Konobeev

COLT2022