John C. Duchi
According to our database^{1},
John C. Duchi
authored at least 88 papers
between 2006 and 2020.
Collaborative distances:
Collaborative distances:
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at stanford.edu
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Bibliography
2020
SIAM Review, 2020
CoRR, 2020
CoRR, 2020
FormulaZero: Distributionally Robust Online Adaptation via Offline Population Synthesis.
CoRR, 2020
CoRR, 2020
SecondOrder Information in NonConvex Stochastic Optimization: Power and Limitations.
Proceedings of the Conference on Learning Theory, 2020
2019
SIAM J. Optim., 2019
Stochastic (Approximate) Proximal Point Methods: Convergence, Optimality, and Adaptivity.
SIAM J. Optim., 2019
J. Mach. Learn. Res., 2019
CoRR, 2019
CoRR, 2019
Necessary and Sufficient Conditions for Adaptive, Mirror, and Standard Gradient Methods.
CoRR, 2019
CoRR, 2019
Proximal algorithms for constrained composite optimization, with applications to solving lowrank SDPs.
CoRR, 2019
CoRR, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Conference on Learning Theory, 2019
Proceedings of the Conference on Learning Theory, 2019
Modeling simple structures and geometry for better stochastic optimization algorithms.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
2018
SIAM J. Optim., 2018
SIAM J. Optim., 2018
Protection Against Reconstruction and Its Applications in Private Federated Learning.
CoRR, 2018
Learning Models with Uniform Performance via Distributionally Robust Optimization.
CoRR, 2018
The Right Complexity Measure in Locally Private Estimation: It is not the Fisher Information.
CoRR, 2018
CoRR, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Analysis of Krylov Subspace Solutions of Regularized NonConvex Quadratic Problems.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the Conference On Learning Theory, 2018
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
2017
CoRR, 2017
Solving (most) of a set of quadratic equalities: Composite optimization for robust phase retrieval.
CoRR, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
"Convex Until Proven Guilty": DimensionFree Acceleration of Gradient Descent on NonConvex Functions.
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 55th Annual Allerton Conference on Communication, 2017
2016
CoRR, 2016
Information Measures, Experiments, Multicategory Hypothesis Tests, and Surrogate Losses.
CoRR, 2016
CoRR, 2016
CoRR, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Stochastic Gradient Methods for Distributionally Robust Optimization with fdivergences.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
2015
Optimal Rates for ZeroOrder Convex Optimization: The Power of Two Function Evaluations.
IEEE Trans. Inf. Theory, 2015
Divide and conquer kernel ridge regression: a distributed algorithm with minimax optimal rates.
J. Mach. Learn. Res., 2015
Asynchronous stochastic convex optimization: the noise is in the noise and SGD don't care.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of The 28th Conference on Learning Theory, 2015
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
2014
PhD thesis, 2014
J. ACM, 2014
CoRR, 2014
Privacy: A few definitional aspects and consequences for minimax meansquared error.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
2013
IEEE Trans. Inf. Theory, 2013
J. Mach. Learn. Res., 2013
Distancebased and continuum Fano inequalities with applications to statistical estimation.
CoRR, 2013
CoRR, 2013
Informationtheoretic lower bounds for distributed statistical estimation with communication constraints.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 58, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 58, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 58, 2013
Proceedings of the 54th Annual IEEE Symposium on Foundations of Computer Science, 2013
Proceedings of the COLT 2013, 2013
Proceedings of the CIDR 2013, 2013
2012
Dual Averaging for Distributed Optimization: Convergence Analysis and Network Scaling.
IEEE Trans. Autom. Control., 2012
SIAM J. Optim., 2012
SIAM J. Optim., 2012
Commentary on "Toward a Noncommutative Arithmeticgeometric Mean Inequality: Conjectures, Casestudies, and Consequences".
Proceedings of the COLT 2012, 2012
CoRR, 2012
CoRR, 2012
CoRR, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 36, 2012
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
Proceedings of the 50th Annual Allerton Conference on Communication, 2012
2011
J. Mach. Learn. Res., 2011
Proceedings of the COLT 2011, 2011
2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 69 December 2010, 2010
Proceedings of the 27th International Conference on Machine Learning (ICML10), 2010
Proceedings of the COLT 2010, 2010
2009
J. Mach. Learn. Res., 2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 710 December 2009, 2009
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
2008
Proceedings of the UAI 2008, 2008
Proceedings of the UAI 2008, 2008
Efficient projections onto the <i>l</i><sub>1</sub>ball for learning in high dimensions.
Proceedings of the Machine Learning, 2008
2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006