Alain Rakotomamonjy

Proposition D'ARC INRIA MaBI : Machine Learning for Brain Computer Interfaces

Michèle Sebag, Stéphane Canu, Rémi Munos, 2009 .

Distance Measure Machines

Nicolas Courty, Maxime Berar, Alain Rakotomamonjy, 2018, 1803.00250.

Recovering sparse signals with non-convex penalties and DC programming

Gilles Gasso, Alain Rakotomamonjy, A. Rakotomamonjy, 2008 .

Theoretical guarantees for bridging metric measure embedding and optimal transport

Gilles Gasso, Alain Rakotomamonjy, Mokhtar Z. Alaya, 2020, Neurocomputing.

Non-Aligned Distribution Distance using Metric Measure Embedding and Optimal Transport pdf

Gilles Gasso, Alain Rakotomamonjy, Mokhtar Z. Alaya, 2020, ArXiv.

Surveying and comparing simultaneous sparse approximation (or group-lasso) algorithms

Alain Rakotomamonjy, A. Rakotomamonjy, 2011, Signal Process..

Partial Trace Regression and Low-Rank Kraus Decomposition

Liva Ralaivola, Hachem Kadri, Alain Rakotomamonjy, 2020, ICML.

Greedy Methods, Randomization Approaches, and Multiarm Bandit Algorithms for Efficient Sparsity-Constrained Optimization

Liva Ralaivola, Alain Rakotomamonjy, Sokol Koço, 2015, IEEE Transactions on Neural Networks and Learning Systems.

Applying alternating direction method of multipliers for constrained dictionary learning

Alain Rakotomamonjy, A. Rakotomamonjy, 2013, Neurocomputing.

Statistical Learning for BCIs

Michèle Sebag, Rémi Flamary, Alain Rakotomamonjy, 2016 .