conftrace_
← Core Methods
Machine Learning › Core Methods ›

Representation Learning

20,822 papers

Papers per year

2
9
101
309
2011
2283
'00
'05
'10
'15
'20
'25

Papers

Iterative Supervised Principal Components AISTATS 2018
On the challenges of learning with inference networks on sparse, high-dimensional data AISTATS 2018
Post Selection Inference with Kernels AISTATS 2018
Nonlinear Structured Signal Estimation in High Dimensions via Iterative Hard Thresholding AISTATS 2018
Topic Compositional Neural Language Model AISTATS 2018
Efficient and principled score estimation with Nyström kernel exponential families AISTATS 2018
Nonlinear Weighted Finite Automata AISTATS 2018
Variational Sequential Monte Carlo AISTATS 2018
A Unified Framework for Nonconvex Low-Rank plus Sparse Matrix Recovery AISTATS 2018
Factor Analysis on a Graph AISTATS 2018
Minimax Reconstruction Risk of Convolutional Sparse Dictionary Learning AISTATS 2018
Communication-Avoiding Optimization Methods for Distributed Massive-Scale Sparse Inverse Covariance Estimation AISTATS 2018
Robust Vertex Enumeration for Convex Hulls in High Dimensions AISTATS 2018
Factorized Recurrent Neural Architectures for Longer Range Dependence AISTATS 2018
Learning Generative Models with Sinkhorn Divergences AISTATS 2018
Weighted Tensor Decomposition for Learning Latent Variables with Partial Data AISTATS 2018
Fast and Scalable Learning of Sparse Changes in High-Dimensional Gaussian Graphical Model Structure AISTATS 2018
Robust Locally-Linear Controllable Embedding AISTATS 2018
Graphical Models for Non-Negative Data Using Generalized Score Matching AISTATS 2018
Structure Learning of ${H}$-colorings ALT 2018
Learning Decision Trees with Stochastic Linear Classifiers ALT 2018
Multi-task {K}ernel {L}earning Based on {P}robabilistic {L}ipschitzness ALT 2018
Distance-Free Modeling of Multi-Predicate Interactions in End-to-End Japanese Predicate-Argument Structure Analysis COLING 2018
Representation Learning of Entities and Documents from Knowledge Base Descriptions COLING 2018
Neural Math Word Problem Solver with Reinforcement Learning COLING 2018