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2:30pm
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3:30pm
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Math Seminar Series
(Conferences / Seminars / Lectures)
Applied Mathematics
Mahdi Soltanolkotabi, University of Southern California, will be speaking.
The presentation title is "Precise Tradeoffs for Adversarial Training."
Contact Olga Turanova (turanova@msu.edu) for more information.
Despite breakthrough performance, modern learning models are known to be highly vulnerable to small adversarial perturbations in their inputs. While a wide variety of recent adversarial training methods have been effective at improving robustness to perturbed inputs (robust accuracy), often this benefit is accompanied by a decrease in accuracy on benign inputs (standard accuracy), leading to a tradeoff between often competing objectives. more information...
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(517) 353-0844
