Found 22 Documents (Results 1–22)
A selective review on statistical methods for massive data computation: distributed computing, subsampling, and minibatch techniques. (English) Zbl 07927934
MSC:
62-XX
Online causal inference with application to near real-time post-market vaccine safety surveillance. (English) Zbl 07923601
MSC:
62P10
Stochastic algorithms with geometric step decay converge linearly on sharp functions. (English) Zbl 07915913
The stochastic multi-gradient algorithm for multi-objective optimization and its application to supervised machine learning. (English) Zbl 07910148
Convergence guarantees for forward gradient descent in the linear regression model. (English) Zbl 07901368
Probability and moment inequalities for additive functionals of geometrically ergodic Markov chains. (English) Zbl 07900846
Efficient mini-batch stochastic gradient descent with centroidal Voronoi tessellation for PDE-constrained optimization under uncertainty. (English) Zbl 07893175
A diffusion process perspective on posterior contraction rates for parameters. (English) Zbl 07892646
On some works of Boris Teodorovich Polyak on the convergence of gradient methods and their development. (English) Zbl 07862397
MSC:
90C52
Optimal and instance-dependent guarantees for Markovian linear stochastic approximation. (English) Zbl 07854615
Confidence region for distributed stochastic optimization problem via stochastic gradient tracking method. (English) Zbl 07847038
MSC:
93E20
A robust model-based clustering based on the geometric median and the median covariation matrix. (English) Zbl 1536.62009
The right complexity measure in locally private estimation: it is not the Fisher information. (English) Zbl 1539.62080
Distribution-free algorithms for predictive stochastic programming in the presence of streaming data. (English) Zbl 1539.90045
MSC:
90C15
Filter Results by …
all
top 5
Author
- Bartlett, Peter L. (2)
- Davis, Damek Shea (2)
- Drusvyatskiy, Dmitriy (2)
- Liu, Yongchao (2)
- Mou, Wenlong (2)
- Wainwright, Martin J. (2)
- Zhao, Shengchao (2)
- Abdukhakimov, Farshed (1)
- Ablaev, Seydamet S. (1)
- Beznosikov, A. N. (1)
- Bos, Thijs (1)
- Bravo, Mario (1)
- Chang, Hong (1)
- Charisopoulos, Vasileios (1)
- Chen, Liuhong (1)
- Cominetti, Roberto (1)
- Diao, Shuotao (1)
- Duchi, John C. (1)
- Durmus, Alain (1)
- Dvinskikh, D. M. (1)
- Forneron, Jean-Jacques (1)
- Gao, Yuan (1)
- Gasnikov, Aleksandr V. (1)
- Godichon-Baggioni, Antoine (1)
- He, Xiaoming (1)
- Ho, Nhat (1)
- Huan, Xun (1)
- Huang, DanYang (1)
- Jagalur, Jayanth (1)
- Jiang, LiWei (1)
- Jordan, Michael Irwin (1)
- Kaakaï, Sarah (1)
- Kamzolov, Dmitry (1)
- Kungurtsev, Vyacheslav (1)
- Li, Xuetong (1)
- Liu, Suyun (1)
- Lobanov, A. V. (1)
- Luo, Lan (1)
- Ma, Yingying (1)
- Marzouk, Youssef M. (1)
- Matoussi, Anis (1)
- Ming, Ju (1)
- Moulines, Eric (1)
- Naumov, Alekseĭ Aleksandrovich (1)
- Necoara, Ion (1)
- Pan, Rui (1)
- Pananjady, Ashwin (1)
- Puchinin, Sergei M. (1)
- Qi, Haobo (1)
- Risk, Malcolm (1)
- Robin, Stéphane (1)
- Ruan, Feng (1)
- Samsonov, Sergeĭ Petrovich (1)
- Schmidt-Hieber, Johannes (1)
- Sen, Suvrajeet (1)
- Shi, Xu (1)
- Singh, Nitesh Kumar (1)
- Stonyakin, Fedor Sergeevich (1)
- Takáč, Martin (1)
- Tamtalini, Achraf (1)
- Vicente, Luis Nunes (1)
- Wang, Feifei (1)
- Wang, Hansheng (1)
- Wu, Shuyuan (1)
- Xiong, Meixin (1)
- Xu, Ke (1)
- Zhou, Jing (1)
- Zhu, Xuening (1)
- Zhu, Yingqiu (1)
all
top 5
Serial
- Ann. Stat. (2)
- Comput. Math. Math. Phys. (2)
- Comput. Optim. Appl. (2)
- Automatica (1)
- J. Econom. (1)
- J. Stat. Plann. Inference (1)
- SIAM J. Control Optim. (1)
- Physica D (1)
- Optimization (1)
- J. Theor. Probab. (1)
- Ann. Oper. Res. (1)
- Math. Program. (1)
- Acta Numerica (1)
- SIAM J. Financ. Math. (1)
- Stat. Comput. (1)
- Stat. Med. (1)
- Math. Stat. Learn. (1)
- Stat. Theory Relat. Fields (1)
- SIAM J. Math. Data Sci. (1)
all
top 3
Software
- AdaGrad (3)
- Adam (2)
- ASTRO-DF (1)
- AlexNet (1)
- BayesDA (1)
- CAPUSHE (1)
- CVX (1)
- ConstrainedLasso (1)
- ElemStatLearn (1)
- ImageNet (1)
- MBCbook (1)
- MixSim (1)
- NESUN (1)
- PESTO (1)
- Pegasos (1)
- PyTorch (1)
- RAPPOR (1)
- RGMM (1)
- RMSprop (1)
- Saga (1)
- TensorFlow (1)
- cntclust (1)
- hIPPYlib (1)
- mclust (1)
- mftoolbox (1)
- otrimle (1)
- plgp (1)
- teigen (1)