Blake Woodworth
Blake Woodworth
確認したメール アドレス: ttic.edu - ホームページ
タイトル引用先
Tight complexity bounds for optimizing composite objectives
BE Woodworth, N Srebro
Advances in neural information processing systems, 3639-3647, 2016
872016
Learning non-discriminatory predictors
B Woodworth, S Gunasekar, MI Ohannessian, N Srebro
arXiv preprint arXiv:1702.06081, 2017
712017
Implicit regularization in matrix factorization
S Gunasekar, BE Woodworth, S Bhojanapalli, B Neyshabur, N Srebro
Advances in Neural Information Processing Systems, 6151-6159, 2017
512017
Graph oracle models, lower bounds, and gaps for parallel stochastic optimization
BE Woodworth, J Wang, A Smith, B McMahan, N Srebro
Advances in neural information processing systems, 8496-8506, 2018
162018
Lower bound for randomized first order convex optimization
B Woodworth, N Srebro
arXiv preprint arXiv:1709.03594, 2017
72017
Training well-generalizing classifiers for fairness metrics and other data-dependent constraints
A Cotter, M Gupta, H Jiang, N Srebro, K Sridharan, S Wang, B Woodworth, ...
arXiv preprint arXiv:1807.00028, 2018
62018
The Complexity of Making the Gradient Small in Stochastic Convex Optimization
D Foster, A Sekhari, O Shamir, N Srebro, K Sridharan, B Woodworth
arXiv preprint arXiv:1902.04686, 2019
42019
The everlasting database: statistical validity at a fair price
BE Woodworth, V Feldman, S Rosset, N Srebro
Advances in Neural Information Processing Systems, 6531-6540, 2018
12018
Open Problem: The Oracle Complexity of Convex Optimization with Limited Memory
B Woodworth, N Srebro
arXiv preprint arXiv:1907.00762, 2019
2019
Guaranteed Validity for Empirical Approaches to Adaptive Data Analysis
R Rogers, A Roth, A Smith, N Srebro, O Thakkar, B Woodworth
arXiv preprint arXiv:1906.09231, 2019
2019
Kernel and Deep Regimes in Overparametrized Models
B Woodworth, S Gunasekar, J Lee, D Soudry, N Srebro
arXiv preprint arXiv:1906.05827, 2019
2019
Training Fairness-Constrained Classifiers to Generalize
A Cotter, M Gupta, H Jiang, N Srebro, K Sridharan, S Wang, B Woodworth, ...
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