output
20092026
most citedTransductive Multi-view Zero-Shot Learning

551 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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3 papers · 1 filter

stat.ML2018★ 8 cited

Active Mini-Batch Sampling using Repulsive Point Processes

Cheng Zhang, Cengiz Öztireli, Stephan Mandt +1

The convergence speed of stochastic gradient descent (SGD) can be improved by actively selecting mini-batches. We explore sampling schemes where similar data points are less likely…

stat.ML2017★ 166 cited

Dynamic Word Embeddings

Robert Bamler, Stephan Mandt

We present a probabilistic language model for time-stamped text data which tracks the semantic evolution of individual words over time. The model represents words and contexts by l…

stat.ML2012★ 310 cited

High-Dimensional Feature Selection by Feature-Wise Kernelized Lasso

Makoto Yamada, Wittawat Jitkrittum, Leonid Sigal +2

The goal of supervised feature selection is to find a subset of input features that are responsible for predicting output values. The least absolute shrinkage and selection operato…