John Duchi
John Duchi
Assistant Professor of Statistics and Electrical Engineering, Stanford University
確認したメール アドレス: stanford.edu - ホームページ
タイトル引用先
Adaptive subgradient methods for online learning and stochastic optimization
J Duchi, E Hazan, Y Singer
Journal of Machine Learning Research 12 (Jul), 2121-2159, 2011
45252011
Efficient projections onto the l 1-ball for learning in high dimensions
J Duchi, S Shalev-Shwartz, Y Singer, T Chandra
Proceedings of the 25th international conference on Machine learning, 272-279, 2008
10002008
Dual averaging for distributed optimization: Convergence analysis and network scaling
JC Duchi, A Agarwal, MJ Wainwright
IEEE Transactions on Automatic control 57 (3), 592-606, 2011
6602011
Efficient online and batch learning using forward backward splitting
J Duchi, Y Singer
Journal of Machine Learning Research 10 (Dec), 2899-2934, 2009
5372009
Distributed delayed stochastic optimization
A Agarwal, JC Duchi
Advances in Neural Information Processing Systems, 873-881, 2011
3462011
Local privacy and statistical minimax rates
JC Duchi, MI Jordan, MJ Wainwright
2013 IEEE 54th Annual Symposium on Foundations of Computer Science, 429-438, 2013
3092013
MLbase: A Distributed Machine-learning System.
T Kraska, A Talwalkar, JC Duchi, R Griffith, MJ Franklin, MI Jordan
Cidr 1, 2.1, 2013
2612013
Composite Objective Mirror Descent.
JC Duchi, S Shalev-Shwartz, Y Singer, A Tewari
COLT, 14-26, 2010
2492010
Communication-efficient algorithms for statistical optimization
Y Zhang, MJ Wainwright, JC Duchi
Advances in Neural Information Processing Systems, 1502-1510, 2012
2212012
Certifying some distributional robustness with principled adversarial training
A Sinha, H Namkoong, J Duchi
arXiv preprint arXiv:1710.10571, 2017
152*2017
Divide and conquer kernel ridge regression
Y Zhang, J Duchi, M Wainwright
Conference on Learning Theory, 592-617, 2013
1412013
Projected subgradient methods for learning sparse gaussians
J Duchi, S Gould, D Koller
arXiv preprint arXiv:1206.3249, 2012
1332012
Creating human-like synthetic characters with multiple skill levels: A case study using the soar quakebot
JE Laird, JC Duchi
AAAI 2000 Fall Symposium Series: Simulating Human Agents 1001, 48109-2110.3, 2000
1322000
Accelerated methods for nonconvex optimization
Y Carmon, JC Duchi, O Hinder, A Sidford
SIAM Journal on Optimization 28 (2), 1751-1772, 2018
1182018
Information-theoretic lower bounds for distributed statistical estimation with communication constraints
Y Zhang, J Duchi, MI Jordan, MJ Wainwright
Advances in Neural Information Processing Systems, 2328-2336, 2013
1182013
Optimal rates for zero-order convex optimization: The power of two function evaluations
JC Duchi, MI Jordan, MJ Wainwright, A Wibisono
IEEE Transactions on Information Theory 61 (5), 2788-2806, 2015
1112015
Boosting with structural sparsity
J Duchi, Y Singer
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
1022009
Privacy aware learning
JC Duchi, MI Jordan, MJ Wainwright
Journal of the ACM (JACM) 61 (6), 38, 2014
982014
Randomized smoothing for stochastic optimization
JC Duchi, PL Bartlett, MJ Wainwright
SIAM Journal on Optimization 22 (2), 674-701, 2012
942012
Efficient learning using forward-backward splitting
Y Singer, JC Duchi
Advances in Neural Information Processing Systems, 495-503, 2009
902009
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