Papers
4,122 papers found
Linear Dimensionality Reduction: Survey, Insights, and Generalizations
John P. Cunningham, Zoubin Ghahramani
Local Identification of Overcomplete Dictionaries
Karin Schnass
Marginalizing Stacked Linear Denoising Autoencoders
Minmin Chen, Kilian Q. Weinberger, Zhixiang (Eddie) Xu et al.
Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares
Trevor Hastie, Rahul Mazumder, Jason D. Lee et al.
Minimax Analysis of Active Learning
Steve Hanneke, Liu Yang
Multiclass Learnability and the ERM Principle
Amit Daniely, Sivan Sabato, Shai Ben-David et al.
Multi-layered Gesture Recognition with Kinect
Feng Jiang, Shengping Zhang, Shen Wu et al.
Multimodal Gesture Recognition via Multiple Hypotheses Rescoring
Vassilis Pitsikalis, Athanasios Katsamanis, Stavros Theodorakis et al.
Network Granger Causality with Inherent Grouping Structure
Sumanta Basu, Ali Shojaie, George Michailidis
Non-Asymptotic Analysis of a New Bandit Algorithm for Semi-Bounded Rewards
Junya Honda, Akimichi Takemura
On Linearly Constrained Minimum Variance Beamforming
Jian Zhang, Chao Liu
Online Learning via Sequential Complexities
Alexander Rakhlin, Karthik Sridharan, Ambuj Tewari
Online Tensor Methods for Learning Latent Variable Models
Furong Huang, U. N. Niranjan, Mohammad Umar Hakeem et al.
On Semi-Supervised Linear Regression in Covariate Shift Problems
Kenneth Joseph Ryan, Mark Vere Culp
On the Asymptotic Normality of an Estimate of a Regression Functional
László Györfi, Harro Walk
On the Inductive Bias of Dropout
David P. Helmbold, Philip M. Long
Optimal Bayesian Estimation in Random Covariate Design with a Rescaled Gaussian Process Prior
Debdeep Pati, Anirban Bhattacharya, Guang Cheng
Optimal Estimation of Low Rank Density Matrices
Vladimir Koltchinskii, Dong Xia
Optimality of Poisson Processes Intensity Learning with Gaussian Processes
Alisa Kirichenko, Harry van Zanten
PAC Optimal MDP Planning with Application to Invasive Species Management
Majid Alkaee Taleghan, Thomas G. Dietterich, Mark Crowley et al.
partykit: A Modular Toolkit for Recursive Partytioning in R
Torsten Hothorn, Achim Zeileis
Perturbed Message Passing for Constraint Satisfaction Problems
Siamak Ravanbakhsh, Russell Greiner
Photonic Delay Systems as Machine Learning Implementations
Michiel Hermans, Miguel C. Soriano, Joni Dambre et al.
Plug-and-Play Dual-Tree Algorithm Runtime Analysis
Ryan R. Curtin, Dongryeol Lee, William B. March et al.