Papers
3,399 papers found
Ancestor Sampling for Particle Gibbs
Fredrik Lindsten, Thomas Schön, Michael I. Jordan
Identifiability and Unmixing of Latent Parse Trees
Daniel J. Hsu, Sham M. Kakade, Percy Liang
Learning with Partially Absorbing Random Walks
Xiao-ming Wu, Zhenguo Li, Anthony M. So et al.
Image Denoising and Inpainting with Deep Neural Networks
Junyuan Xie, Linli Xu, Enhong Chen
Burn-in, bias, and the rationality of anchoring
Falk Lieder, Tom Griffiths, Noah Goodman
Learned Prioritization for Trading Off Accuracy and Speed
Jiarong Jiang, Adam Teichert, Jason Eisner et al.
Minimizing Uncertainty in Pipelines
Nilesh Dalvi, Aditya Parameswaran, Vibhor Rastogi
Learning Manifolds with K-Means and K-Flats
Guillermo Canas, Tomaso Poggio, Lorenzo Rosasco
Online allocation and homogeneous partitioning for piecewise constant mean-approximation
Alexandra Carpentier, Odalric-ambrym Maillard
Perceptron Learning of SAT
Alex Flint, Matthew Blaschko
Learning and using language via recursive pragmatic reasoning about other agents
Nathaniel J Smith, Noah Goodman, Michael Frank
Training and Analysing Deep Recurrent Neural Networks
Michiel Hermans, Benjamin Schrauwen
Low-Rank Matrix and Tensor Completion via Adaptive Sampling
Akshay Krishnamurthy, Aarti Singh
Predictive PAC Learning and Process Decompositions
Cosma Shalizi, Aryeh Kontorovich
Online Learning with Costly Features and Labels
Navid Zolghadr, Gabor Bartok, Russell Greiner et al.
Estimating LASSO Risk and Noise Level
Mohsen Bayati, Murat A Erdogdu, Andrea Montanari
Prior-free and prior-dependent regret bounds for Thompson Sampling
Sebastien Bubeck, Che-Yu Liu
Estimating the Unseen: Improved Estimators for Entropy and other Properties
Paul Valiant, Gregory Valiant
Parametric Task Learning
Ichiro Takeuchi, Tatsuya Hongo, Masashi Sugiyama et al.
Low-rank matrix reconstruction and clustering via approximate message passing
Ryosuke Matsushita, Toshiyuki Tanaka
Embed and Project: Discrete Sampling with Universal Hashing
Stefano Ermon, Carla P. Gomes, Ashish Sabharwal et al.
Optimizing Instructional Policies
Robert Lindsey, Michael Mozer, William J Huggins et al.