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Multi-Task Learning of Query Intent and Named Entities using Transfer Learning
Named entity recognition (NER) has been studied extensively and the earl...
04/28/2021 ∙ by Shalin Shah, et al. ∙
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Three Proofs that the Square Root of 2 Is Irrational
This short article gives three proofs that √ 2 is irrational. The articl...
01/02/2021 ∙ by Shalin Shah, et al. ∙
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A One Pager on Bayesian Statistics in Baseball
This short article is a summary of [1] in a expository tutorial format. ...
01/02/2021 ∙ by Shalin Shah, et al. ∙
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A Survey of Latent Factor Models for Recommender Systems and Personalization
Recommender systems aim to personalize the experience of a user and are ...
01/02/2021 ∙ by Shalin Shah, et al. ∙
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Link Prediction Using Hebbian Graph Embeddings
Methods and systems for generating link predictions are provided. In one...
11/15/2020 ∙ by Shalin Shah, et al. ∙
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Comparison of Three Recent Personalization Algorithms
Personalization algorithms recommend products to users based on their pr...
09/15/2020 ∙ by Shalin Shah, et al. ∙
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GCLIQUE: An Open Source Genetic Algorithm for the Maximum Clique Problem
A clique in a graph is a set of vertices that are all connected to each ...
05/15/2020 ∙ by Shalin Shah, et al. ∙
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Simulated Annealing Algorithm for the Multiple Choice Multidimensional Knapsack Problem
The multiple choice multidimensional knapsack problem (MCMK) isa harder ...
05/12/2020 ∙ by Shalin Shah, et al. ∙
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Implementation of iterative local search (ILS) for the quadratic assignment problem
The quadratic assignment problem (QAP) is one of the hardest NP-hard pro...
05/10/2020 ∙ by Shalin Shah, et al. ∙
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Randomized heuristic for the maximum clique problem
A clique in a graph is a set of vertices that are all directly connected...
05/10/2020 ∙ by Shalin Shah, et al. ∙
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Introduction to Matrix Factorization for Recommender Systems
Recommender systems aim to personalize the experience of user by suggest...
04/26/2020 ∙ by Shalin Shah, et al. ∙
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Similarity Learning-Based Device Attribution
Methods and systems for attributing browsing activity from two or more d...
04/26/2020 ∙ by Shalin Shah, et al. ∙
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Notes on Icebreaker
Icebreaker [1] is new research from MSR that is able to achieve state of...
04/26/2020 ∙ by Shalin Shah, et al. ∙
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Parallel Taxonomy Discovery
Recommender systems aim to personalize the shopping experience of a user...
04/26/2020 ∙ by Shalin Shah, et al. ∙
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Analysis of E-Commerce Product Graphs
Consumer behavior in retail stores gives rise to product graphs based on...
04/26/2020 ∙ by Shalin Shah, et al. ∙
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GKNAP: A Java and C++ package for solving the multidimensional knapsack problem
The 0/1 multidimensional (multi-constraint) knapsack problem is the 0/1 ...
04/24/2020 ∙ by Shalin Shah, et al. ∙
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JCOL: A Java package for solving the graph coloring problem
The graph coloring problem aims at assigning colors to the nodes of a gr...
04/24/2020 ∙ by Shalin Shah, et al. ∙
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Analysis of Greenhouse Gases
Climate change is a result of a complex system of interactions of greenh...
03/21/2020 ∙ by Shalin Shah, et al. ∙
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Hebbian Graph Embeddings
Representation learning has recently been successfully used to create ve...
08/21/2019 ∙ by Shalin Shah, et al. ∙
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Model Adaptation via Model Interpolation and Boosting for Web Search Ranking
This paper explores two classes of model adaptation methods for Web sear...
07/22/2019 ∙ by Jianfeng Gao, et al. ∙
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Genetic Algorithm for the 0/1 Multidimensional Knapsack Problem
The 0/1 multidimensional knapsack problem is the 0/1 knapsack problem wi...
07/20/2019 ∙ by Shalin Shah, et al. ∙
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Genetic Algorithm for a class of Knapsack Problems
The 0/1 knapsack problem is weakly NP-hard in that there exist pseudo-po...
02/15/2019 ∙ by Shalin Shah, et al. ∙
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