Search Results for author: Jerry Ma

Found 6 papers, 5 papers with code

Recent Developments in AI and USPTO Open Data

no code implementations12 Jul 2022 Scott Beliveau, Jerry Ma

The USPTO disseminates one of the largest publicly accessible repositories of scientific, technical, and commercial data worldwide.

Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences

1 code implementation Proceedings of the National Academy of Sciences 2020 Alexander Rives, Joshua Meier, Tom Sercu, Siddharth Goyal, Zeming Lin, Demi Guo, Myle Ott, C. Lawrence Zitnick, Jerry Ma, Rob Fergus

In the field of artificial intelligence, a combination of scale in data and model capacity enabled by unsupervised learning has led to major advances in representation learning and statistical generation.

Diversity Language Modeling +2

ELF OpenGo: An Analysis and Open Reimplementation of AlphaZero

1 code implementation12 Feb 2019 Yuandong Tian, Jerry Ma, Qucheng Gong, Shubho Sengupta, Zhuoyuan Chen, James Pinkerton, C. Lawrence Zitnick

The AlphaGo, AlphaGo Zero, and AlphaZero series of algorithms are remarkable demonstrations of deep reinforcement learning's capabilities, achieving superhuman performance in the complex game of Go with progressively increasing autonomy.

Game of Go

Quasi-hyperbolic momentum and Adam for deep learning

2 code implementations ICLR 2019 Jerry Ma, Denis Yarats

Momentum-based acceleration of stochastic gradient descent (SGD) is widely used in deep learning.

Deep Learning Stochastic Optimization

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