Works matching IS 15324435 AND DT 2018 AND VI 19 AND IP 26-55

Results: 29

Fast MCMC Sampling Algorithms on Polytopes.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

Yuansi Chen;
Dwivedi, Raaz;
Wainwright, Martin J.;
Bin Yu

Publication type:

Article

An Efficient and Effective Generic Agglomerative Hierarchical Clustering Approach.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

Ah-Pine, Julien

Publication type:

Article

How Deep Are Deep Gaussian Processes?

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

Dunlop, Matthew M.;
Girolami, Mark A.;
Stuart, Andrew M.;
Teckentrup, Aretha L.

Publication type:

Article

A Direct Approach for Sparse Quadratic Discriminant Analysis.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

Jiang, Binyan;
Xiangyu Wang;
Chenlei Leng

Publication type:

Article

On Tight Bounds for the Lasso.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

van de Geer, Sara

Publication type:

Article

Design and Analysis of the NIPS 2016 Review Process.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

Shah, Nihar B.;
Tabibian, Behzad;
Muandet, Krikamol;
Guyon, Isabelle;
von Luxburg, Ulrike

Publication type:

Article

Distribution-Specific Hardness of Learning Neural Networks.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

Shamir, Ohad

Publication type:

Article

State-by-state Minimax Adaptive Estimation for Nonparametric Hidden Markov Models.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

Lehéricy, Luc

Publication type:

Article

Connections with Robust PCA and the Role of Emergent Sparsity in Variational Autoencoder Models.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

Bin Dai;
Yu Wang;
Aston, John;
Gang Hua;
Wipf, David

Publication type:

Article

Covariances, Robustness, and Variational Bayes.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

Giordano, Ryan;
Broderick, Tamara;
Jordan, Michael I.

Publication type:

Article

Profile-Based Bandit with Unknown Profiles.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

Lamprier, Sylvain;
Gisselbrecht, Thibault;
Gallinari, Patrick

Publication type:

Article

Goodness-of-Fit Tests for Random Partitions via Symmetric Polynomials.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

Chao Gao

Publication type:

Article

A Spectral Approach for the Design of Experiments: Design, Analysis and Algorithms.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

Kailkhura, Bhavya;
Thiagarajan, Jayaraman J.;
Rastogi, Charvi;
Varshney, Pramod K.;
Bremer, Peer-Timo

Publication type:

Article

Harmonic Mean Iteratively Reweighted Least Squares for Low-Rank Matrix Recovery.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

Kümmerle, Christian;
Sigl, Juliane

Publication type:

Article

Emergence of Invariance and Disentanglement in Deep Representations.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

Achille, Alessandro;
Soatto, Stefano

Publication type:

Article

Local Rademacher Complexity-based Learning Guarantees for Multi-Task Learning.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

Yousefi, Niloofar;
Yunwen Lei;
Kloft, Marius;
Mollaghasemi, Mansooreh;
Anagnostopoulos, Georgios C.

Publication type:

Article

Accelerating Cross-Validation in Multinomial Logistic Regression with l<sub>1</sub>-Regularization.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

Tomoyuki Obuchi;
Yoshiyuki Kabashima

Publication type:

Article

On Generalized Bellman Equations and Temporal-Difference Learning.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

Huizhen Yu;
A. Rupam Mahmood;
Sutton, Richard S.

Publication type:

Article

Learning from Comparisons and Choices.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

Negahban, Sahand;
Oh, Sewoong;
Thekumparampil, Kiran K.;
Jiaming Xu

Publication type:

Article

Generalized Rank-Breaking: Computational and Statistical Tradeoffs.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

Khetan, Ashish;
Oh, Sewoong

Publication type:

Article

Random Forests, Decision Trees, and Categorical Predictors: The "Absent Levels" Problem.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

Au, Timothy C.

Publication type:

Article

Invariant Models for Causal Transfer Learning.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

Rojas-Carulla, Mateo;
Schölkopf, Bernhard;
Turner, Richard;
Peters, Jonas

Publication type:

Article

Kernel Distribution Embeddings: Universal Kernels, Characteristic Kernels and Kernel Metrics on Distributions.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

Simon-Gabriel, Carl-Johann;
Schölkopf, Bernhard

Publication type:

Article

Parallelizing Spectrally Regularized Kernel Algorithms.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

Mücke, Nicole;
Blanchard, Gilles

Publication type:

Article

Importance Sampling for Minibatches.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

Csiba, Dominik;
Richtárik, Peter

Publication type:

Article

Kernel Density Estimation for Dynamical Systems.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

Hanyuan Hang;
Steinwart, Ingo;
Yunlong Feng;
Suykens, Johan A. K.

Publication type:

Article

Gradient Descent Learns Linear Dynamical Systems.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

Hardt, Moritz;
Tengyu Ma;
Recht, Benjamin

Publication type:

Article

The xyz algorithm for fast interaction search in high-dimensional data.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

Thanei, Gian-Andrea;
Meinshausen, Nicolai;
Shah, Rajen D.

Publication type:

Article

Markov Blanket and Markov Boundary of Multiple Variables.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 26-55, p. 1

By:

Xu-Qing Liu;
Xin-Sheng Liu

Publication type:

Article