conftrace_

JMLR 2014

120 papers

Random Intersection Trees

Rajen Dinesh Shah, Nicolai Meinshausen

Adaptivity of Averaged Stochastic Gradient Descent to Local Strong Convexity for Logistic Regression

Francis Bach

Link Prediction in Graphs with Autoregressive Features

Emile Richard, Stephane Gaiffas, Nicolas Vayatis

Ground Metric Learning

Marco Cuturi, David Avis

Improving Markov Network Structure Learning Using Decision Trees

Daniel Lowd, Jesse Davis

LIBOL: A Library for Online Learning Algorithms

Steven C.H. Hoi, Jialei Wang, Peilin Zhao

The FASTCLIME Package for Linear Programming and Large-Scale Precision Matrix Estimation in R

Haotian Pang, Han Liu, Robert Vanderbei

Node-Based Learning of Multiple Gaussian Graphical Models

Karthik Mohan, Palma London, Maryam Fazel, Daniela Witten, Su-in Lee

Unbiased Generative Semi-Supervised Learning

Patrick Fox-Roberts, Edward Rosten

Early Stopping and Non-parametric Regression: An Optimal Data-dependent Stopping Rule

Garvesh Raskutti, Martin J. Wainwright, Bin Yu

Off-policy Learning With Eligibility Traces: A Survey

Matthieu Geist, Bruno Scherrer

Information Theoretical Estimators Toolbox

Zoltan Szabo

Using Trajectory Data to Improve Bayesian Optimization for Reinforcement Learning

Aaron Wilson, Alan Fern, Prasad Tadepalli

Convex vs Non-Convex Estimators for Regression and Sparse Estimation: the Mean Squared Error Properties of ARD and GLasso

Aleksandr Aravkin, James V. Burke, Alessandro Chiuso, Gianluigi Pillonetto

Axioms for Graph Clustering Quality Functions

Twan van Laarhoven, Elena Marchiori

A Junction Tree Framework for Undirected Graphical Model Selection

Divyanshu Vats, Robert D. Nowak

EnsembleSVM: A Library for Ensemble Learning Using Support Vector Machines

Marc Claesen, Frank De Smet, Johan A.K. Suykens, Bart De Moor

Detecting Click Fraud in Online Advertising: A Data Mining Approach

Richard Oentaryo, Ee-Peng Lim, Michael Finegold, David Lo, Feida Zhu

Fast SVM Training Using Approximate Extreme Points

Manu Nandan, Pramod P. Khargonekar, Sachin S. Talathi

Bridging Viterbi and Posterior Decoding: A Generalized Risk Approach to Hidden Path Inference Based on Hidden Markov Models

Jüri Lember, Alexey A. Koloydenko