Works matching IS 15324435 AND DT 2015 AND VI 16

Results: 109

Divide and Conquer Kernel Ridge Regression: A Distributed Algorithm with Minimax Optimal Rates.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 3299

By:

Yuchen Zhang;
Duchi, John;
Wainwright, Martin

Publication type:

Article

CEKA: A Tool for Mining the Wisdom of Crowds.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2853

By:

Jing Zhang;
Sheng, Victor S.;
Nicholson, Bryce A.;
ssheng@uca.edu

Publication type:

Article

Graphical Models via Univariate Exponential Family Distributions.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 3813

By:

Eunho Yang;
Ravikumar, Pradeep;
Allen, Genevera I.;
Zhandong Liu

Publication type:

Article

Decision Boundary for Discrete Bayesian Network Classifiers.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2725

By:

Varando, Gherardo;
Bielza, Concha;
Larrañaga, Pedro

Publication type:

Article

A General Framework for Fast Stagewise Algorithms.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2543

By:

Tibshirani, Ryan J.

Publication type:

Article

PAC Optimal MDP Planning with Application to Invasive Species Management.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 3877

By:

Taleghan, Majid Alkaee;
Dietterich, Thomas G.;
Crowley, Mark;
Hall, Kim;
Jo Albers, H.

Publication type:

Article

The Sample Complexity of Learning Linear Predictors with the Squared Loss.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 3475

By:

Shamir, Ohad

Publication type:

Article

On Semi-Supervised Linear Regression in Covariate Shift Problems.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 3183

By:

Ryan, Kenneth Joseph;
Culp, Mark Vere

Publication type:

Article

Learning to Identify Concise Regular Expressions that Describe Email Campaigns.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 3687

By:

Prasse, Paul;
Sawade, Christoph;
Landwehr, Niels;
Scheffer, Tobias

Publication type:

Article

pyGPs - A Python Library for Gaussian Process Regression and Classification.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2611

By:

Neumann, Marion;
Shan Huang;
Marthaler, Daniel E.;
Kersting, Kristian

Publication type:

Article

Condition for Perfect Dimensionality Recovery by Variational Bayesian PCA.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 3757

By:

Nakajima, Shinichi;
Tomioka, Ryota;
Masashi Sugiyama;
Derin Babacan, S.

Publication type:

Article

Geometry and Expressive Power of Conditional Restricted Boltzmann Machines.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2405

By:

Montúfar, Guido;
Ay, Nihat;
Ghazi-Zahedi, Keyan

Publication type:

Article

Global Convergence of Online Limited Memory BFGS.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 3151

By:

Mokhtari, Aryan;
Ribeiro, Alejandro

Publication type:

Article

A View of Margin Losses as Regularizers of Probability Estimates.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2751

By:

Masnadi-Shirazi, Hamed;
Vasconcelos, Nuno

Publication type:

Article

Complexity of Equivalence and Learning for Multiplicity Tree Automata.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2465

By:

Marušić, Ines;
Worrell, James

Publication type:

Article

The Libra Toolkit for Probabilistic Models.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2459

By:

Lowd, Daniel;
Rooshenas, Amirmohammad

Publication type:

Article

Supervised Learning via Euler's Elastica Models.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 3637

By:

Tong Lin;
Hanlin Xue;
Ling Wang;
Bo Huang;
Hongbin Zha

Publication type:

Article

Learning Theory of Randomized Kaczmarz Algorithm.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 3341

By:

Junhong Lin;
Ding-Xuan Zhou

Publication type:

Article

Combination of Feature Engineering and Ranking Models for Paper-Author Identification in KDD Cup 2013.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2921

By:

Chun-Liang Li;
Yu-Chuan Su;
Ting-Wei Lin;
Cheng-Hao Tsai;
Wei-Cheng Chan;
Kuan-Hao Huang;
Tzu-Ming Kuo;
Shan-Wei Lin;
Young-San Lin;
Yu-Chen L;
Chun-Pai Yang;
Cheng-Xia Chang;
Wei-Sheng Chin;
Yu-Chin Juan;
Hsiao-Yu Tung;
Jui-Pin Wang;
Cheng-Kuang Wei;
Felix Wu;
Tu-Chun Yin;
Tong Yu

Publication type:

Article

Optimality of Poisson Processes Intensity Learning with Gaussian Processes.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2909

By:

Kirichenko, Alisa;
van Zanten, Harry

Publication type:

Article

partykit: A Modular Toolkit for Recursive Partytioning in R.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 3905

By:

Hothorn, Torsten;
Zeileis, Achim

Publication type:

Article

Non-Asymptotic Analysis of a New Bandit Algorithm for Semi-Bounded Rewards.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 3721

By:

Junya Honda;
Akimichi Takemura

Publication type:

Article

On the Inductive Bias of Dropout.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 3403

By:

Helmbold, David P.;
Long, Philip M.

Publication type:

Article

Counting and Exploring Sizes of Markov Equivalence Classes of Directed Acyclic Graphs.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2589

By:

Yangbo He;
Jinzhu Jia;
Bin Yu

Publication type:

Article

Minimax Analysis of Active Learning.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 3487

By:

Hanneke, Steve;
Liu Yang

Publication type:

Article

A Direct Estimation of High Dimensional Stationary Vector Autoregressions.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 3115

By:

Fang Han;
Huanran Lu;
Han Liu

Publication type:

Article

Agnostic Learning of Disjunctions on Symmetric Distributions.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 3455

By:

Feldman, Vitaly;
Kothari, Pravesh

Publication type:

Article

Eigenwords: Spectral Word Embeddings.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 3035

By:

Dhillon, Paramveer S.;
Foster, Dean P.;
Ungar, Lyle H.

Publication type:

Article

Multiclass Learnability and the ERM Principle.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2377

By:

Daniely, Amit;
Sabato, Sivan;
Ben-David, Shai;
Shalev-Shwartz, Shai

Publication type:

Article

Plug-and-Play Dual-Tree Algorithm Runtime Analysis.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 3269

By:

Curtin, Ryan R.;
Dongryeol Lee;
March, William B.;
Ram, Parikshit

Publication type:

Article

Completing Any Low-rank Matrix, Provably.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2999

By:

Yudong Chen;
Bhojanapalli, Srinadh;
Sanghavi, Sujay;
Ward, Rachel

Publication type:

Article

From Dependency to Causality: A Machine Learning Approach.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2437

By:

Bontempi, Gianluca;
Flauder, Maxime

Publication type:

Article

When Are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2643

By:

Anandkumar, Animashree;
Daniel Hsu;
Janzamin, Majid;
Kakade, Sham

Publication type:

Article

Achievability of Asymptotic Minimax Regret by Horizon-Dependent and Horizon-Independent Strategies.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2357

By:

Kazuho Watanabe;
Roos, Teemu

Publication type:

Article

Agnostic Insurability of Model Classes.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2329

By:

Santhanam, Narayana;
Anantharam, Venkat

Publication type:

Article

Concave Penalized Estimation of Sparse Gaussian Bayesian Networks.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2273

By:

Aragam, Bryon;
Qing Zhou

Publication type:

Article

Adaptive Strategy for Stratified Monte Carlo Sampling.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2231

By:

Carpentier, Alexandra;
Munos, Remi;
Antos, András

Publication type:

Article

Existence and Uniqueness of Proper Scoring Rules.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2207

By:

Ovcharov, Evgeni Y.

Publication type:

Article

Constraint-based Causal Discovery from Multiple Interventions over Overlapping Variable Sets.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2147

By:

Triantafillou, Sofia;
Tsamardinos, Ioannis

Publication type:

Article

On Linearly Constrained Minimum Variance Beamforming.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2099

By:

Jian Zhang;
Chao Liu

Publication type:

Article

Achievability of Asymptotic Minimax Regret by Horizon-Dependent and Horizon-Independent Strategies.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2357

By:

Kazuho Watanabe;
Roos, Teemu

Publication type:

Article

Agnostic Insurability of Model Classes.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2326

By:

Santhanam, Narayana;
Anantharam, Venkat

Publication type:

Article

Concave Penalized Estimation of Sparse Gaussian Bayesian Networks.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2273

By:

Aragam, Bryon;
Qing Zhou

Publication type:

Article

Adaptive Strategy for Stratified Monte Carlo Sampling.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2231

By:

Carpentier, Alexandra;
Munos, Remi;
Antosy, András

Publication type:

Article

Existence and Uniqueness of Proper Scoring Rules.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2207

By:

Ovcharov, Evgeni Y.

Publication type:

Article

Constraint-based Causal Discovery from Multiple Interventions over Overlapping Variable Sets.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2147

By:

Triantafillou, Sofia;
Tsamardinos, Ioannis

Publication type:

Article

On Linearly Constrained Minimum Variance Beamforming.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2099

By:

Jian Zhang;
Chao Liu

Publication type:

Article

Photonic Delay Systems as Machine Learning Implementations.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2081

By:

Hermans, Michiel;
Soriano, Miguel C.;
Dambre, Joni;
Bienstman, Peter;
Fischer, Ingo

Publication type:

Article

Alexey Chervonenkis's Bibliography.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2067

By:

Gammerman, Alex;
Vovk, Vladimir

Publication type:

Article

Alexey Chervonenkis's Bibliography: Introductory Comments.

Published in:

Journal of Machine Learning Research, 2015, v. 16, p. 2051

By:

Gammerman, Alex;
Vovk, Vladimir

Publication type:

Article