Infoscience (Ecole Polytechnique Fédérale de Lausanne)

Kaldi Speech Recognition Toolkit

Daniel Povey · 2024 · 4.9K citations · Full text

Computing, Linguistics, Acoustics +15

Natural Language Processing (almost) from Scratch

Ronan Collobert, Jason Weston, Léon Bottou et al. · 2011 · 4K citations · Full text

Computing, Computer Science, Artificial Intelligence +11

Data-Driven Distributionally Robust Optimization Using the Wasserstein Metric: Performance Guarantees and Tractable Reformulations

Peyman Mohajerin Esfahani, Daniel Kühn · 2017 · 1.8K citations · Full text

Natural Sciences, Finance, Mathematics +17

Torch7: A Matlab-like Environment for Machine Learning

Ronan Collobert, Koray Kavukcuoglu, Clément Farabet · 2011 · 1.3K citations · Full text

Computing, Computer Engineering, Computer Science +11

Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design

Niranjan Srinivas, Andreas Krause, Sham M. Kakade et al. · 2009 · 1.1K citations · Full text

Computing, Computer Science, Algorithms +16