31 citations · 88 across the 18 of their papers we have counts for
3 papers · 1 filter
Constant or logarithmic regret in asynchronous multiplayer bandits
Hugo Richard, Etienne Boursier, Vianney Perchet
Multiplayer bandits have recently been extensively studied because of their application to cognitive radio networks. While the literature mostly considers synchronous players, radi…
Penalising the biases in norm regularisation enforces sparsity
Etienne Boursier, Nicolas Flammarion
Controlling the parameters' norm often yields good generalisation when training neural networks. Beyond simple intuitions, the relation between regularising parameters' norm and ob…
First-order ANIL provably learns representations despite overparametrization
Oğuz Kaan Yüksel, Etienne Boursier, Nicolas Flammarion
Due to its empirical success in few-shot classification and reinforcement learning, meta-learning has recently received significant interest. Meta-learning methods leverage data fr…