Multiple stage knowledge transfer
AssigneeInternational Business Machines Corporation
InventorsAmit Dhurandhar, Tejaswini Pedapati
Life of this patent
Estimating the term…
Abstract
An input model can be received, along with a set of requirements. The set of requirements may describe an output model to be trained. The output model can then be trained. The training of the output model can be based on the input model and based further on at least one intermediate model.
Claims20
A method, comprising:
- receiving an input model and a set of requirements for an output model;
- and
- training the output model, wherein the training is based on:
- the input model;
- and
- a first intermediate model.
The method of claim 6, further comprising selecting, a first knowledge transfer technique, wherein the transferring knowledge from the input model to the first intermediate model is performed via the first knowledge transfer technique.
A system, comprising:
- a memory;
- and
- a central processing unit (CPU) coupled to the memory, the CPU configured to:
- receive an input model and a set of requirements for an output model;
- and
- train the output model, wherein the training is based on:
- the input model;
- and
- a first intermediate model.
A computer program product, the computer program product comprising a computer readable storage medium having program instructions embodied therewith, the program instructions executable by a computer to cause the computer to:
- receive an input model and a set of requirements for an output model;
- and
- train the output model, wherein the training is based on:
- the input model;
- and
- a first intermediate model.
Dependencies are inferred from the claim text.