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Antonio A. Ginart
Antonio A. Ginart
Scientist, Salesforce AI Research
Verified email at salesforce.com - Homepage
Title
Cited by
Cited by
Year
Making ai forget you: Data deletion in machine learning
A Ginart, M Guan, G Valiant, JY Zou
Advances in neural information processing systems 32, 2019
4952019
Understanding GANs in the LQG setting: Formulation, generalization and stability
S Feizi, F Farnia, T Ginart, D Tse
IEEE Journal on Selected Areas in Information Theory 1 (1), 304-311, 2020
114*2020
Mixed dimension embeddings with application to memory-efficient recommendation systems
AA Ginart, M Naumov, D Mudigere, J Yang, J Zou
2021 IEEE International Symposium on Information Theory (ISIT), 2786-2791, 2021
1122021
Mldemon: Deployment monitoring for machine learning systems
T Ginart, MJ Zhang, J Zou
International conference on artificial intelligence and statistics, 3962-3997, 2022
282022
Optimal compressed representation of high throughput sequence data via light assembly
AA Ginart, J Hui, K Zhu, I Numanagić, TA Courtade, SC Sahinalp, DN Tse
Nature communications 9 (1), 566, 2018
252018
Submix: Practical private prediction for large-scale language models
A Ginart, L van der Maaten, J Zou, C Guo
arXiv preprint arXiv:2201.00971, 2022
232022
Competing AI: How does competition feedback affect machine learning?
T Ginart, E Zhang, Y Kwon, J Zou
International Conference on Artificial Intelligence and Statistics, 1693-1701, 2021
212021
Drugs or dancing? Using real-time machine learning to classify streamed “dabbing” homograph Tweets
AA Ginart, S Das, JK Harris, R Wong, H Yan, M Krauss, ...
2016 IEEE International Conference on Healthcare Informatics (ICHI), 10-13, 2016
142016
Competition over data: how does data purchase affect users?
Y Kwon, A Ginart, J Zou
arXiv preprint arXiv:2201.10774, 2022
82022
Asynchronous Tool Usage for Real-Time Agents
AA Ginart, N Kodali, J Lee, C Xiong, S Savarese, J Emmons
arXiv preprint arXiv:2410.21620, 2024
2024
Theory and Algorithms for Efficient Deployment of Machine Learning Systems
AA Ginart
Stanford University, 2022
2022
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Articles 1–11