Papers
1,876 papers found
Committing Bandits
Loc X. Bui, Ramesh Johari, Shie Mannor
Demixed Principal Component Analysis
Wieland Brendel, Ranulfo Romo, Christian K. Machens
TD_gamma: Re-evaluating Complex Backups in Temporal Difference Learning
George Konidaris, Scott Niekum, Philip S. Thomas
Learning Probabilistic Non-Linear Latent Variable Models for Tracking Complex Activities
Angela Yao, Juergen Gall, Luc V. Gool et al.
Multiclass Learning with Simplex Coding
Youssef Mroueh, Tomaso Poggio, Lorenzo Rosasco et al.
Scaled Gradients on Grassmann Manifolds for Matrix Completion
Thanh Ngo, Yousef Saad
On the Sample Complexity of Robust PCA
Matthew Coudron, Gilad Lerman
Delay Compensation with Dynamical Synapses
Chi Fung, K. Wong, Si Wu
Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models
Jeff Beck, Alexandre Pouget, Katherine A. Heller
Calibrated Elastic Regularization in Matrix Completion
Tingni Sun, Cun-hui Zhang
Query Complexity of Derivative-Free Optimization
Kevin G. Jamieson, Robert Nowak, Ben Recht
Eluder Dimension and the Sample Complexity of Optimistic Exploration
Daniel Russo, Benjamin Van Roy
Compressive Feature Learning
Hristo S Paskov, Robert West, John C Mitchell et al.
On the Complexity and Approximation of Binary Evidence in Lifted Inference
Guy Van den Broeck, Adnan Darwiche
A memory frontier for complex synapses
Subhaneil Lahiri, Surya Ganguli
Similarity Component Analysis
Soravit Changpinyo, Kuan Liu, Fei Sha
Matrix Completion From any Given Set of Observations
Troy Lee, Adi Shraibman
Compete to Compute
Rupesh K Srivastava, Jonathan Masci, Sohrob Kazerounian et al.
On the Sample Complexity of Subspace Learning
Alessandro Rudi, Guillermo D Canas, Lorenzo Rosasco
A New Convex Relaxation for Tensor Completion
Bernardino Romera-Paredes, Massimiliano Pontil
Learning Kernels Using Local Rademacher Complexity
Corinna Cortes, Marius Kloft, Mehryar Mohri
Cone-Constrained Principal Component Analysis
Yash Deshpande, Andrea Montanari, Emile Richard
A Complete Variational Tracker
Ryan D Turner, Steven Bottone, Bhargav Avasarala
Non-convex Robust PCA
Praneeth Netrapalli, Niranjan U N, Sujay Sanghavi et al.