Patents Assigned to WISE.IO, INC.
  • Scalable, memory-efficient machine learning and prediction for ensembles of decision trees for homogeneous and heterogeneous datasets
    Patent number: 9953270
    Abstract: Optimization of machine intelligence utilizes a systemic process through a plurality of computer architecture manipulation techniques that take unique advantage of efficiencies therein to minimize clock cycles and memory usage. The present invention is an application of machine intelligence which overcomes speed and memory issues in learning ensembles of decision trees in a single-machine environment. Such an application of machine intelligence includes inlining relevant statements by integrating function code into a caller's code, ensuring a contiguous buffering arrangement for necessary information to be compiled, and defining and enforcing type constraints on programming interfaces that access and manipulate machine learning data sets.
    Type: Grant
    Filed: May 7, 2014
    Date of Patent: April 24, 2018
    Assignee: WISE IO, INC.
    Inventor: Damian Ryan Eads
  • Scalable, memory-efficient machine learning and prediction for ensembles of decision trees for homogeneous and heterogeneous datasets
    Patent number: 9547830
    Abstract: Optimization of machine intelligence utilizes a systemic process through a plurality of computer architecture manipulation techniques that take unique advantage of efficiencies therein to minimize clock cycles and memory usage. The present invention is an application of machine intelligence which overcomes speed and memory issues in learning ensembles of decision trees in a single-machine environment. Such an application of machine intelligence includes inlining relevant statements by integrating function code into a caller's code, ensuring a contiguous buffering arrangement for necessary information to be compiled, and defining and enforcing type constraints on programming interfaces that access and manipulate machine learning data sets.
    Type: Grant
    Filed: May 7, 2014
    Date of Patent: January 17, 2017
    Assignee: WISE.IO, INC.
    Inventor: Damian Ryan Eads