Papers
5,893 papers found
Structured Transforms for Small-Footprint Deep Learning
Vikas Sindhwani, Tara Sainath, Sanjiv Kumar
Learning Structured Output Representation using Deep Conditional Generative Models
Kihyuk Sohn, Honglak Lee, Xinchen Yan
Embedding Inference for Structured Multilabel Prediction
Farzaneh Mirzazadeh, Siamak Ravanbakhsh, Nan Ding et al.
Spectral Learning of Large Structured HMMs for Comparative Epigenomics
Chicheng Zhang, Jimin Song, Kamalika Chaudhuri et al.
Rate-Agnostic (Causal) Structure Learning
Sergey Plis, David Danks, Cynthia Freeman et al.
Structured Estimation with Atomic Norms: General Bounds and Applications
Sheng Chen, Arindam Banerjee
Beyond Sub-Gaussian Measurements: High-Dimensional Structured Estimation with Sub-Exponential Designs
Vidyashankar Sivakumar, Arindam Banerjee, Pradeep K Ravikumar
Learning brain regions via large-scale online structured sparse dictionary learning
Elvis DOHMATOB, Arthur Mensch, Gael Varoquaux et al.
Unsupervised Learning of 3D Structure from Images
Danilo Jimenez Rezende, S. M. Ali Eslami, Shakir Mohamed et al.
Learning Tree Structured Potential Games
Vikas Garg, Tommi Jaakkola
Split LBI: An Iterative Regularization Path with Structural Sparsity
Chendi Huang, Xinwei Sun, Jiechao Xiong et al.
Greedy Feature Construction
Dino Oglic, Thomas Gärtner
Structure-Blind Signal Recovery
Dmitry Ostrovsky, Zaid Harchaoui, Anatoli Juditsky et al.
Reward Augmented Maximum Likelihood for Neural Structured Prediction
Mohammad Norouzi, Samy Bengio, zhifeng Chen et al.
Completely random measures for modelling block-structured sparse networks
Tue Herlau, Mikkel N Schmidt, Morten Mørup
Learning Structured Sparsity in Deep Neural Networks
Wei Wen, Chunpeng Wu, Yandan Wang et al.
Exploiting the Structure: Stochastic Gradient Methods Using Raw Clusters
Zeyuan Allen-Zhu, Yang Yuan, Karthik Sridharan
Structured Prediction Theory Based on Factor Graph Complexity
Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri et al.
Convex Two-Layer Modeling with Latent Structure
Vignesh Ganapathiraman, Xinhua Zhang, Yaoliang Yu et al.
Verification Based Solution for Structured MAB Problems
Zohar S Karnin
CRF-CNN: Modeling Structured Information in Human Pose Estimation
Xiao Chu, Wanli Ouyang, hongsheng Li et al.