Search results for “LIME”

50th International Mathematical Olympiad. Bremen, Germany, 2009.

56th International Mathematical Olympiad. Thailand, 2015.

58th International Mathematical Olympiad. Rio de Janeiro, Brazil, 2017.

62nd International Mathematical Olympiad, 2021.

63rd International Mathematical Olympiad. Oslo, 2022.

65th International Mathematical Olympiad, 2024.

The Millennium Meeting, Paris, 24 May 2000, at which the seven problems were announced.

Английские суффиксы -ful, -ible, -ing, -ist, -less, -ly, -ment, -ness, -ent/-ant с моделями образования и примерами.

A rigidity condition on schemes, strictly stronger than smoothness, introduced with examples and a look at where it fails to be geometric — no known application, just a curiosity.

Reminder: the neuron model, the multilayer network, stochastic gradient, momentum, vanishing and exploding gradients, ReLU, dropout, batch normalisation; depth matters more than width; feature generation and end-to-end learning; convolutional neural networks: convolution and pooling layers, the standard CNN scheme, AlexNet and ImageNet, residual networks ResNet and Highway Networks; convolutional networks for speech, texts and games; recurrent neural networks, training by BPTT, long short-term memory networks LSTM, the peephole variant, GRU.

Kohonen networks: clustering as a two-layer neural network, the hard (WTA) and soft (WTM) competition rules, self-organising Kohonen maps and their interpretation; autoencoders: the formulation of the problem, the linear autoencoder and the principal component method, sparse, denoising, contractive, relational and variational autoencoders, reparametrisation, autoencoders for supervised learning, multilayer autoencoders; joint training of several models: pre-training and transfer learning, multi-task learning and few-shot learning, self-supervised learning, distillation and surrogate modelling, learning using privileged information (LUPI), generative adversarial networks (GAN).