Papers
4,122 papers found
The Statistical Performance of Collaborative Inference
Gérard Biau, Kevin Bleakley, Benoît Cadre
The Teaching Dimension of Linear Learners
Ji Liu, Xiaojin Zhu
Towards More Efficient SPSD Matrix Approximation and CUR Matrix Decomposition
Shusen Wang, Zhihua Zhang, Tong Zhang
Trend Filtering on Graphs
Yu-Xiang Wang, James Sharpnack, Alexander J. Smola et al.
True Online Temporal-Difference Learning
Harm van Seijen, A. Rupam Mahmood, Patrick M. Pilarski et al.
Variational Dependent Multi-output Gaussian Process Dynamical Systems
Jing Zhao, Shiliang Sun
Variational Inference for Latent Variables and Uncertain Inputs in Gaussian Processes
Andreas C. Damianou, Michalis K. Titsias, Neil D. Lawrence
Volumetric Spanners: An Efficient Exploration Basis for Learning
Elad Hazan, Zohar Karnin
Absent Data Generating Classifier for Imbalanced Class Sizes
Arash Pourhabib, Bani K. Mallick, Yu Ding
Achievability of Asymptotic Minimax Regret by Horizon-Dependent and Horizon-Independent Strategies
Kazuho Watanabe, Teemu Roos
A Classification Module for Genetic Programming Algorithms in JCLEC
Alberto Cano, José María Luna, Amelia Zafra et al.
A Comprehensive Survey on Safe Reinforcement Learning
Javier García, Fernando Fernández
A Compression Technique for Analyzing Disagreement-Based Active Learning
Yair Wiener, Steve Hanneke, Ran El-Yaniv
AD3: Alternating Directions Dual Decomposition for MAP Inference in Graphical Models
André F. T. Martins, Mário A. T. Figueiredo, Pedro M. Q. Aguiar et al.
Adaptive Strategy for Stratified Monte Carlo Sampling
Alexandra Carpentier, Remi Munos, András Antos
A Direct Estimation of High Dimensional Stationary Vector Autoregressions
Fang Han, Huanran Lu, Han Liu
A Finite Sample Analysis of the Naive Bayes Classifier
Daniel Berend, Aryeh Kontorovich
A General Framework for Fast Stagewise Algorithms
Ryan J. Tibshirani
Agnostic Insurability of Model Classes
Narayana Santhanam, Venkat Anantharam
Agnostic Learning of Disjunctions on Symmetric Distributions
Vitaly Feldman, Pravesh Kothari
An Asynchronous Parallel Stochastic Coordinate Descent Algorithm
Ji Liu, Stephen J. Wright, Christopher Ré et al.
Approximate Modified Policy Iteration and its Application to the Game of Tetris
Bruno Scherrer, Mohammad Ghavamzadeh, Victor Gabillon et al.