Patents by Inventor Clemens ADOLPHS

Clemens ADOLPHS has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • METHODS AND SYSTEMS FOR HYPERPARAMETER TUNING AND BENCHMARKING
    Publication number: 20230259385
    Abstract: The present disclosure provides methods and systems for hyperparameter tuning and benchmarking.
    Type: Application
    Filed: April 7, 2023
    Publication date: August 17, 2023
    Inventors: Gilad Amir ROSENBERG, Silvan Shiwa KUTTIMALAI, Elisabetta VALIANTE, Maliheh ARAMON BAJESTANI, Tamuno-Tonye BROWN, Clemens ADOLPHS, Chadwin Ross COLGUR
  • METHOD AND SYSTEM FOR IDENTIFYING AT LEAST ONE COMMUNITY IN A DATASET COMPRISING A PLURALITY OF ELEMENTS
    Publication number: 20210279260
    Abstract: A method and a system are disclosed for identifying at least one community, the method comprising providing an indication of a graph, the graph comprising a plurality of nodes and edges, wherein each node is representative of a given element and each edge is representative of a relationship between two given elements; providing a metric indicative of an underlying community detection algorithm; obtaining an indication of an upper bound value for a given maximum number of communities to identify; encoding each node using a one-hot encoding method and the indication of an upper bound value; generating a quadratic unconstrained binary optimization problem using the metric and the encoded nodes; providing the generated quadratic unconstrained binary optimization problem to an optimization oracle and obtaining a solution.
    Type: Application
    Filed: June 20, 2019
    Publication date: September 9, 2021
    Applicant: 1QB INFORMATION TECHNOLOGIES INC.
    Inventors: Jaspreet S. OBEROI, Sourav MUKHERJEE, Clemens ADOLPHS, Ehsan ZAHEDINEJAD, Daniel J. CRAWFORD
  • METHOD AND SYSTEM FOR PERFORMING A HIERARCHICAL CLUSTERING OF A PLURALITY OF ITEMS
    Publication number: 20180137192
    Abstract: A method and a system are disclosed for determining a hierarchical clustering for a group comprising a plurality of items.
    Type: Application
    Filed: November 10, 2017
    Publication date: May 17, 2018
    Applicant: 1QB INFORMATION TECHNOLOGIES INC.
    Inventors: Arman ZARIBAFIYAN, Elham Alipour Khayer, Clemens Adolphs, Maxwell Rounds
  • METHOD AND SYSTEM FOR DETERMINING A WEIGHT ALLOCATION IN A GROUP COMPRISING A LARGE PLURALITY OF ITEMS USING AN OPTIMIZATION ORACLE
    Publication number: 20170323206
    Abstract: A method and a system are disclosed for determining a weight allocation in a group comprising a large plurality of items using an optimization oracle, the method comprising obtaining an indication of a plurality of data for each item of a large plurality of items; generating a covariance matrix for the plurality of data; generating a hierarchical tree structure having a plurality of clusters, each cluster having a corresponding item associated therewith, the generating comprising until there is one item associated per cluster of the hierarchical tree structure, recursively formulating an optimization problem to divide a given set of items into two different clusters, translating the formulated optimization problem into an unconstrained binary optimization problem, providing an indication of the unconstrained binary optimization problem to an optimization oracle, receiving an indication of at least one solution from the optimization oracle, assigning a cluster to each item of the given set of items using the a
    Type: Application
    Filed: May 9, 2017
    Publication date: November 9, 2017
    Inventors: Elham ALIPOUR KHAYER, Arman ZARIBAFIYAN, Maxwell ROUNDS, Marcos LOPEZ DE PRADO, Clemens ADOLPHS