Zero-Knowledge Proof

The Basic of Cryptography

Functional Encryption

Functional encryption supports restricted secret keys that enable a key holder to learn a specific function of encrypted data, but learn nothing else about the data.

ReduNet [1]

NIPS 2020 Reinforcement Learning Paper: Imitation Learning

We pick some papers about imitation learning in nips 2020 to annotate.

Fictitious Self-Play

Fictitious play is a popular game-theoretic model of learning in games. This paper aims at efficiently computing Nash equilibria of imperfect-information games.

Generative Adversarial Nets [1]

This is a new framework for estimating generative models via an adversarial process.

Neural Tangent Kernel

[1] proposes a new explanation for neural network. During training, the network function follows a descent along the kernel gradient w.r.t. the Neural Tangent Kernel (NTK).

Ensemble Learning [1]

Determinantal Point Processes