Johann Hauswald

Johann Hauswald

Ph.D.

jahausw@umich.edu

Patents

Systems and methods for machine learning-based multi-intent segmentation and classification.
J. Peper, P. Hill, K. Leach, S. Stapleton, J. Kummerfeld, J. Hauswald, M. Laurenzano, L. Tang, J. Mars.
US Patent 10,824,818. 2020.
Systems and methods for constructing an artificially diverse corpus of training data samples for training a contextually-biased model for a machine learning-based dialogue system.
A. Lee, S. Larson, C. Clarke, K. Leach, J. Kummerfeld, P. Hill, J. Hauswald, M. Laurenzano, L. Tang, J. Mars.
US Patent 10,796,104. 2020.
Systems and methods for intelligently configuring and deploying a machine learning-based dialogue system.
J. Mars, L. Tang, M. Laurenzano, J. Hauswald, P. Hill, Y. Kang, Y. Zhang.
US Patent 10,740,371, 10,769,384. 2020.
Systems and methods for automatically configuring training data for training machine learning models of a machine learning-based dialogue system including seeding training samples or curating a corpus of training data based on instances of training data identified as anomalous.
S. Larson, A. Mahendran, A. Lee, J. Kummerfeld, P. Hill, M. Laurenzano, J. Hauswald, L. Tang, J. Mars.
US Patent 10,679,150. 2020.
System and method for implementing an artificially intelligent virtual assistant using machine learning.
J. Mars, L. Tang, M. Laurenzano, J. Hauswald, P. Hill.
US Patent 10,572,801. 2020.
Systems and methods for intelligently curating machine learning training data and improving machine learning model performance.
Y. Kang, Y. Zhang, J. Kummerfeld, P. Hill, J. Hauswald, M. Laurenzano, L. Tang, J. Mars.
US Patent 10,303,978, 10,679,100. 2019.
Systems and method for automatically configuring machine learning models.
J. Mars, L. Tang, M. Laurenzano, J. Hauswald.
US Patent 10,296,848. 2019.