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Ilya Trofimov

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@IlyaTrofimov

RTD. [ICML 2022] Representation Topology Divergence: A Method for Comparing Neural Network Representations

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MTopDiv. [NeurIPS 2021] Manifold Topology Divergence: a Framework for Comparing Data Manifolds

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bb2vec. This is the source code of the paper "Inferring Complementary Products from Baskets and Browsing Sessions"

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dlr. d-GLMNET: Distributed Coordinate Descent for Generalized Linear Models with Regularization

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TDA_SMILES2023. Topological Data Analysis Tutorial, SMILES 2023

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SFTD. [ECCV 2024] Scalar Function Topology Divergence: Comparing Topology of 3D Objects

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MF_NAS_KD. Multi-fidelity Neural Architecture Search with Knowledge Distillation

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ya-gbm. Yet Another GBM

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mlss-rl-tutorial. Jupyter Notebook

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pt.darts. PyTorch Implementation of DARTS: Differentiable Architecture Search

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RTD_AE. This is an official repository for "Learning topology-preserving data representations" presented at ICLR 2023 conference.

1

geometry-score. Jupyter Notebook

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