Conrad Grobler

Title: The Innovations of Conrad Grobler

Introduction

Conrad Grobler is a notable inventor based in London, GB. He has made significant contributions to the field of machine learning, particularly in text classification models. His innovative work focuses on enhancing the robustness of these models against adversarial behavior.

Latest Patents

Grobler holds a patent titled "Robustness to adversarial behavior for text classification models." This patent encompasses methods, systems, and apparatus, including computer programs encoded on computer storage media, for training a text classification machine learning model. One of the methods involves training a model with multiple parameters, which is designed to generate classifications of text samples. The training process includes receiving a text sample and its target classification, generating perturbed combined feature representations, and determining updates to the model's parameters based on an adversarial objective.

Career Highlights

Conrad Grobler is currently associated with DeepMind Technologies Limited, a leading company in artificial intelligence research. His work at DeepMind focuses on developing advanced machine learning techniques that can improve the accuracy and reliability of text classification systems.

Collaborations

Grobler has collaborated with notable colleagues such as Krishnamurthy Dvijotham and Anton Zhernov. These collaborations have contributed to the advancement of research in the field of machine learning and artificial intelligence.

Conclusion

Conrad Grobler's innovative work in text classification models showcases his expertise and commitment to advancing technology. His contributions are paving the way for more robust machine learning applications in various fields.