Subtle adversarial image manipulations influence both human and machine perception
Veerabadran, Vijay, Goldman, Josh, Shankar, Shreya, Cheung, Brian, Papernot, Nicolas, Kurakin, Alexey, Goodfellow, Ian, Shlens, Jonathon, Sohl-Dickstein, Jascha, Mozer, Michael C., Elsayed, Gamaleldin F.
Published in Nature communications (15.08.2023)
Published in Nature communications (15.08.2023)
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Journal Article
Author Correction: Subtle adversarial image manipulations influence both human and machine perception
Veerabadran, Vijay, Goldman, Josh, Shankar, Shreya, Cheung, Brian, Papernot, Nicolas, Kurakin, Alexey, Goodfellow, Ian, Shlens, Jonathon, Sohl-Dickstein, Jascha, Mozer, Michael C., Elsayed, Gamaleldin F.
Published in Nature communications (16.01.2024)
Published in Nature communications (16.01.2024)
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Journal Article
Optimizing Pesticide Spraying Efficiency through Disease Leaf Detection Mechanism
Sagar, B S, Bairwa, Bansilal, Hulsure, Sanjana K, Walikhindi, Sushmita S, Supritha, M, Patgar, Shreya Shankar
Published in 2023 IEEE 2nd International Conference on Industrial Electronics: Developments & Applications (ICIDeA) (29.09.2023)
Published in 2023 IEEE 2nd International Conference on Industrial Electronics: Developments & Applications (ICIDeA) (29.09.2023)
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Conference Proceeding
"We Have No Idea How Models will Behave in Production until Production": How Engineers Operationalize Machine Learning
Shankar, Shreya, Garcia, Rolando, Hellerstein, Joseph M, Parameswaran, Aditya G
Published in arXiv.org (25.03.2024)
Published in arXiv.org (25.03.2024)
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Paper
Journal Article
Moving Fast With Broken Data
Shankar, Shreya, Fawaz, Labib, Gyllstrom, Karl, Parameswaran, Aditya G
Year of Publication 10.03.2023
Year of Publication 10.03.2023
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Journal Article
Operationalizing Machine Learning: An Interview Study
Shankar, Shreya, Garcia, Rolando, Hellerstein, Joseph M, Parameswaran, Aditya G
Year of Publication 16.09.2022
Year of Publication 16.09.2022
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Journal Article
Towards Accurate and Efficient Document Analytics with Large Language Models
Lin, Yiming, Hulsebos, Madelon, Ma, Ruiying, Shankar, Shreya, Zeigham, Sepanta, Parameswaran, Aditya G, Wu, Eugene
Year of Publication 07.05.2024
Year of Publication 07.05.2024
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Journal Article
Who Validates the Validators? Aligning LLM-Assisted Evaluation of LLM Outputs with Human Preferences
Shankar, Shreya, Zamfirescu-Pereira, J. D, Hartmann, Björn, Parameswaran, Aditya G, Arawjo, Ian
Year of Publication 18.04.2024
Year of Publication 18.04.2024
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Journal Article
Revisiting Prompt Engineering via Declarative Crowdsourcing
Parameswaran, Aditya G, Shankar, Shreya, Asawa, Parth, Jain, Naman, Wang, Yujie
Year of Publication 07.08.2023
Year of Publication 07.08.2023
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Journal Article
SPADE: Synthesizing Data Quality Assertions for Large Language Model Pipelines
Shankar, Shreya, Li, Haotian, Asawa, Parth, Hulsebos, Madelon, Lin, Yiming, Zamfirescu-Pereira, J. D, Chase, Harrison, Fu-Hinthorn, Will, Parameswaran, Aditya G, Wu, Eugene
Year of Publication 05.01.2024
Year of Publication 05.01.2024
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Journal Article
Moving Fast With Broken Data
Shankar, Shreya, Labib Fawaz, Gyllstrom, Karl, Parameswaran, Aditya G
Published in arXiv.org (10.03.2023)
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Published in arXiv.org (10.03.2023)
Paper
Operationalizing Machine Learning: An Interview Study
Shankar, Shreya, Garcia, Rolando, Hellerstein, Joseph M, Parameswaran, Aditya G
Published in arXiv.org (16.09.2022)
Get full text
Published in arXiv.org (16.09.2022)
Paper