Works matching IS 15324435 AND DT 2020 AND VI 21 AND IP 48-77

Results: 30

Representation Learning for Dynamic Graphs: A Survey.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Kazemi, Seyed Mehran;
Goel, Rishab;
Jain, Kshitij;
Kobyzev, Ivan;
Sethi, Akshay;
Forsyth, Peter;
Poupart, Pascal

Publication type:

Article

Estimation of a Low-rank Topic-Based Model for Information Cascades.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Ming Yu;
Gupta, Varun;
Kolar, Mladen

Publication type:

Article

Scalable Approximate MCMC Algorithms for the Horseshoe Prior.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Johndrow, James;
Orenstein, Paulo;
Bhattacharya, Anirban

Publication type:

Article

Unique Sharp Local Minimum in ℓ<sub>1</sub>-minimization Complete Dictionary Learning.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Yu Wang;
Siqi Wu;
Bin Yu

Publication type:

Article

Generalized Optimal Matching Methods for Causal Inference.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Kallus, Nathan

Publication type:

Article

WONDER: Weighted One-shot Distributed Ridge Regression in High Dimensions.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Dobriban, Edgar;
Yue Sheng

Publication type:

Article

(1 + ε)-class Classification: an Anomaly Detection Method for Highly Imbalanced or Incomplete Data Sets.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Borisyak, Maxim;
Ryzhikov, Artem;
Ustyuzhanin, Andrey;
Derkach, Denis;
Ratnikov, Fedor;
Mineeva, Olga

Publication type:

Article

GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Elgabli, Anis;
Jihong Park;
Bedi, Amrit S.;
Bennis, Mehdi;
Aggarwal, Vaneet

Publication type:

Article

Identifiability of Additive Noise Models Using Conditional Variances.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Gunwoong Park

Publication type:

Article

Union of Low-Rank Tensor Spaces: Clustering and Completion.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Ashraphijuo, Morteza;
Xiaodong Wang

Publication type:

Article

Multi-Player Bandits: The Adversarial Case.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Alatur, Pragnya;
Levy, Kfir Y.;
Krause, Andreas

Publication type:

Article

Kymatio: Scattering Transforms in Python.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Andreux, Mathieu;
Angles, Tomás;
Exarchakis, Georgios;
Leonarduzzi, Roberto;
Rochette, Gaspar;
Thiry, Louis;
Zarka, John;
Mallat, Stéphane;
Andén, Joakim;
Belilovsky, Eugene;
Bruna, Joan;
Lostanlen, Vincent;
Chaudhary, Muawiz;
Hirn, Matthew J.;
Oyallon, Edouard;
Sixin Zhang;
Cella, Carmine;
Eickenberg, Michael

Publication type:

Article

On Stationary-Point Hitting Time and Ergodicity of Stochastic Gradient Langevin Dynamics.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Xi Chen;
Du, Simon S.;
Xin T. Tong

Publication type:

Article

Multiparameter Persistence Landscapes.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Vipond, Oliver

Publication type:

Article

Smoothed Nonparametric Derivative Estimation using Weighted Difference Quotients.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Yu Liu;
De Brabanter, Kris

Publication type:

Article

High-dimensional Gaussian graphical models on network-linked data.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Tianxi Li;
Cheng Qian;
Levina, Elizaveta;
Ji Zhu less

Publication type:

Article

Community-Based Group Graphical Lasso.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Pircalabelu, Eugen;
Claeskens, Gerda

Publication type:

Article

The Weight Function in the Subtree Kernel is Decisive.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Azaïs, Romain;
Ingels, Florian

Publication type:

Article

Fast Rates for General Unbounded Loss Functions: From ERM to Generalized Bayes.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Grünwald, Peter D.;
Mehta, Nishant A.

Publication type:

Article

High-Dimensional Inference for Cluster-Based Graphical Models.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Eisenach, Carson;
Bunea, Florentina;
Yang Ning;
Dinicu, Claudiu

Publication type:

Article

GraKeL: A Graph Kernel Library in Python.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Siglidis, Giannis;
Nikolentzos, Giannis;
Limnios, Stratis;
Giatsidis, Christos;
Skianis, Konstantinos;
Vazirgiannis, Michalis

Publication type:

Article

Expected Policy Gradients for Reinforcement Learning.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Ciosek, Kamil;
Whiteson, Shimon

Publication type:

Article

Self-paced Multi-view Co-training.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Fan Ma;
Deyu Meng;
Xuanyi Dong;
Yi Yang

Publication type:

Article

Robust Asynchronous Stochastic Gradient-Push: Asymptotically Optimal and Network-Independent Performance for Strongly Convex Functions.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Spiridonoff, Artin;
Olshevsky, Alex;
Paschalidis, Ioannis Ch.

Publication type:

Article

Exact Guarantees on the Absence of Spurious Local Minima for Non-negative Rank-1 Robust Principal Component Analysis.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Fattahi, Salar;
Sojoudi, Somayeh

Publication type:

Article

Conjugate Gradients for Kernel Machines.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Bartels, Simon;
Hennig, Philipp

Publication type:

Article

Learning Causal Networks via Additive Faithfulness.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Kuang-Yao Lee;
Tianqi Liu;
Bing Li;
Hongyu Zhao

Publication type:

Article

Sparse and low-rank multivariate Hawkes processes.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Bacry, Emmanuel;
Bompaire, Martin;
Gaïffas, Stéphane;
Muzy, Jean-Francois

Publication type:

Article

Ensemble Learning for Relational Data.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Eldardiry, Hoda;
Neville, Jennifer;
Rossi, Ryan A.

Publication type:

Article

Skill Rating for Multiplayer Games Introducing Hypernode Graphs and their Spectral Theory.

Published in:

Journal of Machine Learning Research, 2020, v. 21, n. 48-77, p. 1

By:

Ricatte, Thomas;
Gilleron, Rémi;
Tommasi, Marc

Publication type:

Article