LIONS @ ICML 2022
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In 2022, 4 LIONS papers have been accepted to the 39th International Conference on Machine Learning (ICML). 2022 edition of ICML was held in Baltimore, USA from July 17th - 23th 2022.
Below 4 accepted papers:
A Natural Actor-Critic Framework for Zero-Sum Markov Games
Ahmet Alacaoglu (University of Wisconsin-Madison) · Luca Viano (EPFL) · Niao He (ETH Zurich) · Volkan Cevher (EPFL)
AdaGrad Avoids Saddle Points
Kimon Antonakopoulos (EPFL) · Panayotis Mertikopoulos (CNRS and Criteo AI Lab) · Georgios Piliouras (Singapore University of Technology and Design) · Xiao Wang (Singapore University of Technology and Design)
UnderGrad: A Universal Black-Box Optimization Method with Almost Dimension-Free Convergence Rate Guarantees
Kimon Antonakopoulos (EPFL) · Dong Quan Vu (Laboratoire d'informatique de Grenoble - LIG) · Volkan Cevher (EPFL) · Kfir Levy (-) · Panayotis Mertikopoulos (CNRS and Criteo AI Lab)
Score matching enables causal discovery of nonlinear additive noise models
Paul Rolland (Ecole Polytechnique Fédérale de Lausanne) · Volkan Cevher (EPFL) · Matthäus Kleindessner (Amazon) · Chris Russell (Amazon) · Dominik Janzing (Amazon Research Tübingen) · Bernhard Schölkopf (Amazon / MPI Intelligent Systems) · Francesco Locatello (Amazon Lablet)