Publications related to Nonlinear dimensionality reduction

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.

Nonlinear dimensionality reduction

Graph Chatbot

Chat with Graph Search

A structured prediction approach for robot imitation learning

Dimensionality reduction of time-series data, and systems and devices that use the resultant embeddings

Automatic Parameterization for Aerodynamic Shape Optimization via Deep Geometric Learning

Stochastic adaptive resampling for the estimation of discrete choice models

Localized model order reduction and domain decomposition methods for coupled heterogeneous systems

Retraction-based numerical methods for continuation, interpolation and time integration on manifolds

Benign Overfitting in Deep Neural Networks under Lazy Training

Learning curves for the multi-class teacher-student perceptron

BigNeuron: a resource to benchmark and predict performance of algorithms for automated tracing of neurons in light microscopy datasets

Deep Learning Meets Sparse Regularization