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08/10/2022
Identifying Substitute and Complementary Products for Assortment Optimization with Cleora Embeddings
Recent years brought an increasing interest in the application of machin...
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09/23/2021
Synerise at RecSys 2021: Twitter user engagement prediction with a fast neural model
In this paper we present our 2nd place solution to ACM RecSys 2021 Chall...
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05/10/2021
T-EMDE: Sketching-based global similarity for cross-modal retrieval
The key challenge in cross-modal retrieval is to find similarities betwe...
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04/28/2021
On the Unreasonable Effectiveness of Centroids in Image Retrieval
Image retrieval task consists of finding similar images to a query image...
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02/22/2021
Modeling Multi-Destination Trips with Sketch-Based Model
The recently proposed EMDE (Efficient Manifold Density Estimator) model ...
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02/03/2021
Cleora: A Simple, Strong and Scalable Graph Embedding Scheme
The area of graph embeddings is currently dominated by contrastive learn...
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06/09/2020
I know why you like this movie: Interpretable Efficient Multimodal Recommender
Recently, the Efficient Manifold Density Estimator (EMDE) model has been...
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06/02/2020
An efficient manifold density estimator for all recommendation systems
Many unsupervised representation learning methods belong to the class of...
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05/13/2020
Multi-modal Embedding Fusion-based Recommender
Recommendation systems have lately been popularized globally, with prima...
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03/09/2020