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Trends Driving Big Models
Ion Stoica
Mon Jul 18 12:35 PM -- 12:50 PM (PDT) @
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Ion Stoica (UC Berkeley)
More from the Same Authors
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2022 Poster: POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging »
Shishir G. Patil · Paras Jain · Prabal Dutta · Ion Stoica · Joseph E Gonzalez -
2022 Spotlight: POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging »
Shishir G. Patil · Paras Jain · Prabal Dutta · Ion Stoica · Joseph E Gonzalez -
2022 Tutorial: Welcome to the "Big Model" Era: Techniques and Systems to Train and Serve Bigger Models »
Hao Zhang · Lianmin Zheng · Zhuohan Li · Ion Stoica -
2021 Poster: ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training »
Jianfei Chen · Lianmin Zheng · Zhewei Yao · Dequan Wang · Ion Stoica · Michael Mahoney · Joseph E Gonzalez -
2021 Oral: ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training »
Jianfei Chen · Lianmin Zheng · Zhewei Yao · Dequan Wang · Ion Stoica · Michael Mahoney · Joseph E Gonzalez -
2020 Poster: Variable Skipping for Autoregressive Range Density Estimation »
Eric Liang · Zongheng Yang · Ion Stoica · Pieter Abbeel · Yan Duan · Peter Chen -
2020 Poster: FetchSGD: Communication-Efficient Federated Learning with Sketching »
Daniel Rothchild · Ashwinee Panda · Enayat Ullah · Nikita Ivkin · Ion Stoica · Vladimir Braverman · Joseph E Gonzalez · Raman Arora -
2019 : Invited Talk 6: RLlib: A Platform for Finance Research »
Ion Stoica -
2019 Workshop: AI in Finance: Applications and Infrastructure for Multi-Agent Learning »
Prashant Reddy · Tucker Balch · Michael Wellman · Senthil Kumar · Ion Stoica · Edith Elkind -
2018 Poster: RLlib: Abstractions for Distributed Reinforcement Learning »
Eric Liang · Richard Liaw · Robert Nishihara · Philipp Moritz · Roy Fox · Ken Goldberg · Joseph E Gonzalez · Michael Jordan · Ion Stoica -
2018 Oral: RLlib: Abstractions for Distributed Reinforcement Learning »
Eric Liang · Richard Liaw · Robert Nishihara · Philipp Moritz · Roy Fox · Ken Goldberg · Joseph E Gonzalez · Michael Jordan · Ion Stoica