Chiyuan Zhang

Title: Chiyuan Zhang: Innovator in Neural Network Training

Introduction

Chiyuan Zhang is a prominent inventor based in Mountain View, CA. He has made significant contributions to the field of artificial intelligence, particularly in the training of neural networks. His innovative approach focuses on enhancing privacy during the training process.

Latest Patents

Chiyuan Zhang holds a patent titled "Training neural networks with label differential privacy." This patent encompasses methods, systems, and apparatus, including computer programs encoded on computer storage media, for training neural networks while ensuring label differential privacy. One of the key methods involves processing the network input for each training example using the neural network according to the initial values of the network parameters. This generates a network output, which is then used to create a private network output from the target output and the network output. The process culminates in generating a modified training example that includes both the network input and the private network output, allowing for effective training of the neural network to update the network parameters. Chiyuan Zhang has 1 patent to his name.

Career Highlights

Chiyuan Zhang is currently employed at Google Inc., where he continues to push the boundaries of technology and innovation. His work is instrumental in developing advanced methods for machine learning and artificial intelligence applications.

Collaborations

Chiyuan collaborates with various professionals in his field, including his coworker Badih Ghazi. Their combined expertise contributes to the advancement of neural network technologies.

Conclusion

Chiyuan Zhang's contributions to the field of neural networks and privacy are noteworthy. His innovative patent reflects his commitment to enhancing technology while prioritizing user privacy. His work at Google Inc. positions him as a key player in the ongoing evolution of artificial intelligence.