Works matching IS 15324435 AND DT 2019 AND VI 20 AND IP 137-159

Results: 22

Optimal Convergence Rates for Convex Distributed Optimization in Networks.

Published in:

Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1

By:

Scaman, Kevin;
Bach, Francis;
Bubeck, Sébastien;
Yin Tat Lee;
Massoulié, Laurent

Publication type:

Article

Quantifying Uncertainty in Online Regression Forests.

Published in:

Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1

By:

Vasiloudis, Theodore;
De Francisci Morales, Gianmarco;
Boström, Henrik

Publication type:

Article

GraSPy: Graph Statistics in Python.

Published in:

Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1

By:

Jaewon Chung;
Pedigo, Benjamin D.;
Bridgeford, Eric W.;
Varjavand, Bijan K.;
Helm, Hayden S.;
Vogelstein, Joshua T.

Publication type:

Article

SimpleDet: A Simple and Versatile Distributed Framework for Object Detection and Instance Recognition.

Published in:

Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1

By:

Yuntao Chen;
Chenxia Han;
Yanghao Li;
Zehao Huang;
Yi Jiang;
Naiyan Wang;
Zhaoxiang Zhang

Publication type:

Article

Convergence guarantees for a class of non-convex and non-smooth optimization problems.

Published in:

Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1

By:

Khamaru, Koulik;
Wainwright, Martin J.

Publication type:

Article

On Asymptotic and Finite-Time Optimality of Bayesian Predictors.

Published in:

Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1

By:

Ryabko, Daniil

Publication type:

Article

Convergence of Gaussian Belief Propagation Under General Pairwise Factorization: Connecting Gaussian MRF with Pairwise Linear Gaussian Model.

Published in:

Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1

By:

Bin Li;
Yik-Chung Wu

Publication type:

Article

Characterizing the Sample Complexity of Pure Private Learners.

Published in:

Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1

By:

Beimel, Amos;
Nissim, Kobbi;
Stemmer, Uri

Publication type:

Article

Bayesian Optimization for Policy Search via Online-Offline Experimentation.

Published in:

Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1

By:

Letham, Benjamin;
Bakshy, Eytan

Publication type:

Article

High-dimensional Varying Index Coefficient Models via Stein's Identity.

Published in:

Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1

By:

Sen Na;
Zhuoran Yang;
Zhaoran Wang;
Kolar, Mladen

Publication type:

Article

Learning Optimized Risk Scores.

Published in:

Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1

By:

Ustun, Berk;
Rudin, Cynthia

Publication type:

Article

Robustifying Independent Component Analysis by Adjusting for Group-Wise Stationary Noise.

Published in:

Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1

By:

Pfister, Niklas;
Weichwald, Sebastian;
Bühlmann, Peter;
Schölkopf, Bernhard

Publication type:

Article

Nonparametric Estimation of Probability Density Functions of Random Persistence Diagrams.

Published in:

Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1

By:

Maroulas, Vasileios;
Mike, Joshua L.;
Oballe, Christopher

Publication type:

Article

Collective Matrix Completion.

Published in:

Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1

By:

Alaya, Mokhtar Z.;
Klopp, Olga

Publication type:

Article

Minimal Sample Subspace Learning: Theory and Algorithms.

Published in:

Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1

By:

Zhenyue Zhang;
Yuqing Xia

Publication type:

Article

Approximation algorithms for stochastic clustering.

Published in:

Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1

By:

Harris, David G.;
Shi Li;
Pensyl, Thomas;
Srinivasan, Aravind;
Trinh, Khoa

Publication type:

Article

Multiclass Boosting: Margins, Codewords, Losses, and Algorithms.

Published in:

Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1

By:

Saberian, Mohammad;
Vasconcelos, Nuno

Publication type:

Article

Generalized maximum entropy estimation.

Published in:

Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1

By:

Sutter, Tobias;
Sutter, David;
Esfahani, Peyman Mohajerin;
Lygeros, John

Publication type:

Article

Nonparametric Bayesian Aggregation for Massive Data.

Published in:

Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1

By:

Zuofeng Shang;
Botao Hao;
Guang Cheng

Publication type:

Article

Decentralized Dictionary Learning Over Time-Varying Digraphs.

Published in:

Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1

By:

Daneshmand, Amir;
Ying Sun;
Scutari, Gesualdo;
Facchinei, Francisco;
Sadler, Brian M.

Publication type:

Article

Model-free Nonconvex Matrix Completion: Local Minima Analysis and Applications in Memory-efficient Kernel PCA.

Published in:

Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1

By:

Ji Chen;
Xiaodong Li

Publication type:

Article

Provably Accurate Double-Sparse Coding.

Published in:

Journal of Machine Learning Research, 2019, v. 20, n. 137-159, p. 1

By:

Nguyen, Thanh V.;
Wong, Raymond K. W.;
Hegde, Chinmay

Publication type:

Article