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AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback


May 22, 2023
Yann Dubois, Xuechen Li, Rohan Taori, Tianyi Zhang, Ishaan Gulrajani, Jimmy Ba, Carlos Guestrin, Percy Liang, Tatsunori B. Hashimoto

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Exploiting Programmatic Behavior of LLMs: Dual-Use Through Standard Security Attacks


Feb 11, 2023
Daniel Kang, Xuechen Li, Ion Stoica, Carlos Guestrin, Matei Zaharia, Tatsunori Hashimoto

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Learning Neural Network Subspaces


Feb 20, 2021
Mitchell Wortsman, Maxwell Horton, Carlos Guestrin, Ali Farhadi, Mohammad Rastegari

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AdaScale SGD: A User-Friendly Algorithm for Distributed Training


Jul 09, 2020
Tyler B. Johnson, Pulkit Agrawal, Haijie Gu, Carlos Guestrin

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* ICML 2020 

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Set Distribution Networks: a Generative Model for Sets of Images


Jun 18, 2020
Shuangfei Zhai, Walter Talbott, Miguel Angel Bautista, Carlos Guestrin, Josh M. Susskind

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Equivariant Neural Rendering


Jun 13, 2020
Emilien Dupont, Miguel Angel Bautista, Alex Colburn, Aditya Sankar, Carlos Guestrin, Josh Susskind, Qi Shan

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* ICML 2020 camera ready 

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Beyond Accuracy: Behavioral Testing of NLP models with CheckList


May 08, 2020
Marco Tulio Ribeiro, Tongshuang Wu, Carlos Guestrin, Sameer Singh

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* Association for Computational Linguistics (ACL), 2020 

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Adversarial Fisher Vectors for Unsupervised Representation Learning


Oct 29, 2019
Shuangfei Zhai, Walter Talbott, Carlos Guestrin, Joshua M. Susskind

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* Accepted as spotlight presentation to NeurIPS 2019 

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Addressing the Loss-Metric Mismatch with Adaptive Loss Alignment


May 15, 2019
Chen Huang, Shuangfei Zhai, Walter Talbott, Miguel Angel Bautista, Shih-Yu Sun, Carlos Guestrin, Josh Susskind

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* Accepted to ICML 2019 

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Learning to Optimize Tensor Programs


Oct 27, 2018
Tianqi Chen, Lianmin Zheng, Eddie Yan, Ziheng Jiang, Thierry Moreau, Luis Ceze, Carlos Guestrin, Arvind Krishnamurthy

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* NIPS 2018 

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