Carlos Guestrin
University of Washington
H-index: 85
North America-United States
Top articles of Carlos Guestrin
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Post-Hoc Reversal: Are We Selecting Models Prematurely? | arXiv preprint arXiv:2404.07815 | Rishabh Ranjan Saurabh Garg Mrigank Raman Carlos Guestrin Zachary Chase Lipton | 2024/4/11 |
ACORN: Performant and Predicate-Agnostic Search Over Vector Embeddings and Structured Data | arXiv preprint arXiv:2403.04871 | Liana Patel Peter Kraft Carlos Guestrin Matei Zaharia | 2024/3/7 |
Machine learning assisted image prediction | 2024/2/27 | ||
Beyond confidence: Reliable models should also consider atypicality | Advances in Neural Information Processing Systems | Mert Yuksekgonul Linjun Zhang James Y Zou Carlos Guestrin | 2024/2/13 |
Alpacafarm: A simulation framework for methods that learn from human feedback | Advances in Neural Information Processing Systems | Yann Dubois Chen Xuechen Li Rohan Taori Tianyi Zhang Ishaan Gulrajani | 2024/2/13 |
Unifying corroborative and contributive attributions in large language models | arXiv preprint arXiv:2311.12233 | Theodora Worledge Judy Hanwen Shen Nicole Meister Caleb Winston Carlos Guestrin | 2023/11/20 |
Exploiting programmatic behavior of llms: Dual-use through standard security attacks | arXiv preprint arXiv:2302.05733 | Daniel Kang Xuechen Li Ion Stoica Carlos Guestrin Matei Zaharia | 2023/2/11 |
Learning to (learn at test time) | arXiv preprint arXiv:2310.13807 | Yu Sun Xinhao Li Karan Dalal Chloe Hsu Sanmi Koyejo | 2023/10/20 |
Adding glycemic and physical activity metrics to a multimodal algorithm-enabled decision-support tool for type 1 diabetes care: keys to implementation and opportunities | Frontiers in Endocrinology | Dessi P Zaharieva Ransalu Senanayake Conner Brown Brendan Watkins Glenn Loving | 2023/1/12 |
On-the-fly calibration for improved on-device eye tracking | 2023/10/17 | ||
Disparities in hemoglobin A1c levels in the first year after diagnosis among youths with type 1 diabetes offered continuous glucose monitoring | JAMA Network Open | Ananta Addala Victoria Ding Dessi P Zaharieva Franziska K Bishop Alyce S Adams | 2023/4/3 |
Beyond confidence: Reliable models should also quantify atypicality | Mert Yuksekgonul Linjun Zhang James Zou Carlos Guestrin | 2023/3/4 | |
A Platform for the Personalized Management of Diabetes and Cardiovascular Disease at Population Scale With Data From Multiple Sensors | Circulation | Ransalu Senanayake Johannes O Ferstad Isha Thapa Flavia Giammarino Megana Vasu | 2022/11/8 |
User-interface for developing applications that apply machine learning | 2021/2/23 | ||
Learning neural network subspaces | Mitchell Wortsman Maxwell C Horton Carlos Guestrin Ali Farhadi Mohammad Rastegari | 2021/7/1 | |
Variance-Based Learning Rate Control For Training Machine-Learning Models | 2021/3/25 | ||
Mobility trends provide a leading indicator of changes in SARS-CoV-2 transmission | MedRxiv | Andrew C Miller Nicholas J Foti Joseph A Lewnard Nicholas P Jewell Carlos Guestrin | 2020/5/11 |
Beyond accuracy: Behavioral testing of NLP models with CheckList | arXiv preprint arXiv:2005.04118 | Marco Tulio Ribeiro Tongshuang Wu Carlos Guestrin Sameer Singh | 2020/5/8 |
AdaScale SGD: A user-friendly algorithm for distributed training | Tyler Johnson Pulkit Agrawal Haijie Gu Carlos Guestrin | 2020/11/21 | |
The rise and fall of network stars: Analyzing 2.5 million graphs to reveal how high-degree vertices emerge over time | Information Processing & Management | Michael Fire Carlos Guestrin | 2020/3/1 |
Co-Authors
