دنبال کردن
Edgar Dobriban
Edgar Dobriban
Statistics & Computer Science, University of Pennsylvania
ایمیل تأیید شده در upenn.edu - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
Jailbreaking black box large language models in twenty queries‏
P Chao, A Robey, E Dobriban, H Hassani, GJ Pappas, E Wong‏
IEEE Conference on Secure and Trustworthy Machine Learning (SaTML) 2025 …, 2023‏
4972023
High-dimensional asymptotics of prediction: Ridge regression and classification‏
E Dobriban, S Wager‏
The Annals of Statistics, 2015‏
3802015
Certifying the restricted isometry property is hard‏
AS Bandeira, E Dobriban, DG Mixon, WF Sawin‏
IEEE transactions on information theory 59 (6), 3448-3450, 2013‏
3132013
A Group-Theoretic Framework for Data Augmentation‏
S Chen, E Dobriban, JH Lee‏
NeurIPS 2020 (oral presentation), JMLR, arXiv preprint arXiv:1907.10905, 2019‏
272*2019
DeltaGrad: Rapid retraining of machine learning models‏
Y Wu, E Dobriban, SB Davidson‏
ICML 2020, arXiv preprint arXiv:2006.14755, 2020‏
2452020
Genome-wide scan informed by age-related disease identifies loci for exceptional human longevity‏
K Fortney, E Dobriban, P Garagnani, C Pirazzini, D Monti, D Mari, ...‏
PLoS genetics 11 (12), e1005728, 2015‏
1632015
Jailbreakbench: An open robustness benchmark for jailbreaking large language models‏
P Chao, E Debenedetti, A Robey, M Andriushchenko, F Croce, V Sehwag, ...‏
NeurIPS 2024, Datasets and Benchmarks Track, 2024‏
1152024
Dynamic load identification for mechanical systems: A review‏
R Liu, E Dobriban, Z Hou, K Qian‏
Archives of Computational Methods in Engineering 29 (2), 831-863, 2022‏
1092022
The Implicit Regularization of Stochastic Gradient Flow for Least Squares‏
A Ali, E Dobriban, RJ Tibshirani‏
International Conference on Machine Learning (ICML) 2020, https://arxiv.org …, 2020‏
1052020
Deterministic parallel analysis: an improved method for selecting factors and principal components‏
E Dobriban, AB Owen‏
Journal of the Royal Statistical Society, Series B, 2017‏
872017
Distributed linear regression by averaging‏
E Dobriban, Y Sheng‏
Annals of Statistics, arXiv preprint arXiv:1810.00412, 2018‏
862018
Provable tradeoffs in adversarially robust classification‏
E Dobriban, H Hassani, D Hong, A Robey‏
IEEE Transactions on Information Theory (to appear), https://arxiv.org/abs …, 2020‏
742020
WONDER: Weighted one-shot distributed ridge regression in high dimensions‏
E Dobriban, Y Sheng‏
ICML 2020, Journal of Machine Learning Research (JMLR), arXiv preprint arXiv …, 2019‏
73*2019
Asymptotics for sketching in least squares regression‏
E Dobriban, S Liu‏
Neural Information Processing Systems (NeurIPS) 2019, 2018‏
73*2018
Ridge Regression: Structure, Cross-Validation, and Sketching‏
S Liu, E Dobriban‏
International Conference on Learning Representations (ICLR) 2020, arXiv …, 2019‏
692019
Permutation methods for factor analysis and PCA‏
E Dobriban‏
The Annals of Statistics, 2017‏
67*2017
PCA: high dimensional exponential family PCA‏
LT Liu, E Dobriban, A Singer‏
The Annals of Applied Statistics, 2016‏
612016
iDECODe: In-distribution Equivariance for Conformal Out-of-distribution Detection‏
R Kaur, S Jha, A Roy, S Park, E Dobriban, O Sokolsky, I Lee‏
AAAI 2022, arXiv preprint arXiv:2201.02331, 2022‏
542022
What causes the test error? going beyond bias-variance via ANOVA‏
L Lin, E Dobriban‏
Journal of Machine Learning Research 22 (155), 1-82, 2021‏
532021
Efficient computation of limit spectra of sample covariance matrices‏
E Dobriban‏
Random Matrices: Theory and Applications 4 (04), 1550019, 2015‏
482015
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20