Vishnu Naresh Boddeti

Emergence of Selective Invariance in Hierarchical Feed Forward Networks

2017 · arXiv (Cornell University)

Many theories have emerged which investigate how in- variance is generated in hierarchical networks through sim- ple schemes such as max and mean pooling. The restriction to max/mean pooling in theoretical and empirical studies has …

Privacy-Preserving Visual Learning Using Doubly Permuted Homomorphic Encryption

2017 · arXiv (Cornell University)

We propose a privacy-preserving framework for learning visual classifiers by leveraging distributed private image data. This framework is designed to aggregate multiple classifiers updated locally using private data and to ensure that no private information …