Works matching IS 15324435 AND DT 2018 AND VI 18 AND IP 154-234

Results: 81

tick: a Python Library for Statistical Learning, with an emphasis on Hawkes Processes and Time-Dependent Models.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Bacry, Emmanuel;
Bompaire, Martin;
Deegan, Philip;
Gaïffas, Stéphane;
Poulsen, Sɸren V.

Publication type:

Article

Sketched Ridge Regression: Optimization Perspective, Statistical Perspective, and Model Averaging.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Shusen Wang;
Gittens, Alex;
Mahoney, Michael W.

Publication type:

Article

Rate of Convergence of k-Nearest-Neighbor Classification Rule.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Döring, Maik;
Györfi, László;
Walk, Harro

Publication type:

Article

Mode-Seeking Clustering and Density Ridge Estimation via Direct Estimation of Density-Derivative-Ratios.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Hiroaki Sasaki;
Takafumi Kanamori;
Hyvärinen, Aapo;
Gang Niu;
Masashi Sugiyama

Publication type:

Article

Post-Regularization Inference for Time-Varying Nonparanormal Graphical Models.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Junwei Lu;
Kolar, Mladen;
Han Liu

Publication type:

Article

Weighted SGD for ℓ<sub>p</sub> Regression with Randomized Preconditioning.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Jiyan Yang;
Yin-Lam Chow;
Ré, Christopher;
Mahoney, Michael W.

Publication type:

Article

Nonasymptotic convergence of stochastic proximal point methods for constrained convex optimization.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Patrascu, Andrei;
Necoara, Ion

Publication type:

Article

SGDLibrary: A MATLAB library for stochastic optimization algorithms.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Hiroyuki Kasai

Publication type:

Article

Enhancing Identification of Causal Effects by Pruning.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Tikka, Santtu;
Karvanen, Juha

Publication type:

Article

Pycobra: A Python Toolbox for Ensemble Learning and Visualisation.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Guedj, Benjamin;
Desikan, Bhargav Srinivasa

Publication type:

Article

In Search of Coherence and Consensus: Measuring the Interpretability of Statistical Topics.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Morstatter, Fred;
Huan Liu

Publication type:

Article

Permuted and Augmented Stick-Breaking Bayesian Multinomial Regression.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Quan Zhang;
Mingyuan Zhou

Publication type:

Article

A Cluster Elastic Net for Multivariate Regression.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Price, Bradley S.;
Sherwood, Ben

Publication type:

Article

Simultaneous Clustering and Estimation of Heterogeneous Graphical Models.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Hao, Botao;
Wei Sun, Will;
Yufeng Liu;
Guang Cheng

Publication type:

Article

pomegranate: Fast and Flexible Probabilistic Modeling in Python.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Schreiber, Jacob

Publication type:

Article

Sparse Concordance-assisted Learning for Optimal Treatment Decision.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Shuhan Liang;
Wenbin Lu;
Rui Song;
Lan Wang

Publication type:

Article

Maximum Principle Based Algorithms for Deep Learning.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Qianxiao Li;
Long Chen;
Cheng Tai;
E., Weinan

Publication type:

Article

On the Behavior of Intrinsically High-Dimensional Spaces: Distances, Direct and Reverse Nearest Neighbors, and Hubness.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Angiulli, Fabrizio

Publication type:

Article

Catalyst Acceleration for First-order Convex Optimization: from Theory to Practice.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Hongzhou Lin;
Mairal, Julien;
Harchaoui, Zaid

Publication type:

Article

Convergence of Unregularized Online Learning Algorithms.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Yunwen Lei;
Lei Shi;
Zheng-Chu Guo

Publication type:

Article

Making Better Use of the Crowd: How Crowdsourcing Can Advance Machine Learning Research.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Vaughan, Jennifer Wortman

Publication type:

Article

auDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Freitag, Michael;
Amiriparian, Shahin;
Pugachevskiy, Sergey;
Cummins, Nicholas;
Schuller, Björn

Publication type:

Article

Deep Learning the Ising Model Near Criticality.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Morningstar, Alan;
Melko, Roger G.

Publication type:

Article

Divide-and-Conquer for Debiased l<sub>1</sub>-norm Support Vector Machine in Ultra-high Dimensions.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Heng Lian;
Zengyan Fan

Publication type:

Article

Kernel Method for Persistence Diagrams via Kernel Embedding and Weight Factor.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Genki Kusano;
Kenji Fukumizu;
Yasuaki Hiraoka

Publication type:

Article

Learning Quadratic Variance Function (QVF) DAG Models via OverDispersion Scoring (ODS).

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Gunwoong Park;
Raskutti, Garvesh

Publication type:

Article

Efficient Learning with a Family of Nonconvex Regularizers by Redistributing Nonconvexity.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Quanming Yao;
Kwok, James T.

Publication type:

Article

Statistical Inference on Random Dot Product Graphs: a Survey.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Athreya, Avanti;
Fishkind, Donniell E.;
Minh Tang;
Priebe, Carey E.;
Youngser Park;
Vogelstein, Joshua T.;
Levin, Keith;
Lyzinski, Vince;
Yichen Qin;
Sussman, Daniel L.

Publication type:

Article

Gaussian Lower Bound for the Information Bottleneck Limit.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Painsky, Amichai;
Tishby, Naftali

Publication type:

Article

Significance-based community detection in weighted networks.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Palowitch, John;
Bhamidi, Shankar;
Nobel, Andrew B.

Publication type:

Article

Uncovering Causality from Multivariate Hawkes Integrated Cumulants.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Achab, Massil;
Bacry, Emmanuel;
Gaïffas, Stéphane;
Mastromatteo, Iacopo;
Muzy, Jean-François

Publication type:

Article

Learning Certifiably Optimal Rule Lists for Categorical Data.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Angelino, Elaine;
Larus-Stone, Nicholas;
Alabi, Daniel;
Seltzer, Margo;
Rudin, Cynthia

Publication type:

Article

On the Stability of Feature Selection Algorithms.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Nogueira, Sarah;
Sechidis, Konstantinos;
Brown, Gavin

Publication type:

Article

Beyond the Hazard Rate: More Perturbation Algorithms for Adversarial Multi-armed Bandits.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Zifan Li;
Tewari, Ambuj

Publication type:

Article

Concentration inequalities for empirical processes of linear time series.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Likai Chen;
Wei Biao Wu

Publication type:

Article

Saturating Splines and Feature Selection.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Boyd, Nicholas;
Hastie, Trevor;
Boyd, Stephen;
Recht, Benjamin;
Jordan, Michael I.

Publication type:

Article

Characteristic and Universal Tensor Product Kernels.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Szabó, Zoltán;
Sriperumbudur, Bharath K.

Publication type:

Article

Improved spectral community detection in large heterogeneous networks.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

TIOMOKO ALI, Hafiz;
COUILLET, Romain

Publication type:

Article

On Faster Convergence of Cyclic Block Coordinate Descent-type Methods for Strongly Convex Minimization.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Xingguo Li;
Tuo Zhao;
Arora, Raman;
Han Liu;
Mingyi Hong

Publication type:

Article

To Tune or Not to Tune the Number of Trees in Random Forest.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Probst, Philipp;
Boulesteix, Anne-Laure

Publication type:

Article

Submatrix localization via message passing.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Hajek, Bruce;
Yihong Wu;
Jiaming Xu

Publication type:

Article

Steering Social Activity: A Stochastic Optimal Control Point Of View.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Zarezade, Ali;
De, Abir;
Upadhyay, Utkarsh;
Rabiee, Hamid R.;
Gomez-Rodriguez, Manuel

Publication type:

Article

From Predictive Methods to Missing Data Imputation: An Optimization Approach.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Bertsimas, Dimitris;
Pawlowski, Colin;
Ying Daisy Zhuo

Publication type:

Article

Community Detection and Stochastic Block Models: Recent Developments.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Abbe, Emmanuel

Publication type:

Article

Sparse Exchangeable Graphs and Their Limits via Graphon Processes.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Borgs, Christian;
Chayes, Jennifer T.;
Cohn, Henry;
Holden, Nina

Publication type:

Article

Reward Maximization Under Uncertainty: Leveraging Side-Observations on Networks.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Buccapatnam, Swapna;
Fang Liu;
Eryilmaz, Atilla;
Shroff, Ness B.

Publication type:

Article

Surprising properties of dropout in deep networks.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Helmbold, David P.;
Long, Philip M.

Publication type:

Article

Interactive Algorithms: Pool, Stream and Precognitive Stream.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Sabato, Sivan;
Hess, Tom

Publication type:

Article

A Theory of Learning with Corrupted Labels.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

van Rooyen, Brendan;
Williamson, Robert C.

Publication type:

Article

A Tight Bound of Hard Thresholding.

Published in:

Journal of Machine Learning Research, 2018, v. 18, n. 154-234, p. 1

By:

Jie Shen;
Ping Li

Publication type:

Article