This is Haji's MSc thesis codes. Use it with ultimate caution.
You can not select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
441a4583c3 Initial Commit (By Haji) 5 months ago
..
1- Online Display Advertising Markets - A Literature Review and Future Directions.pdf Initial Commit (By Haji) 5 months ago
2- A Survey on Real Time Bidding Advertising .pdf Initial Commit (By Haji) 5 months ago
3- Revenue Models for Demand Side Platforms in Real Time Bidding Advertising.pdf Initial Commit (By Haji) 5 months ago
4- Class Imbalance Problem.pdf Initial Commit (By Haji) 5 months ago
4- Encyclopedia of Machine Learning adn Data Mining.pdf Initial Commit (By Haji) 5 months ago
5- High dimensionality; The latest challenge to data analysis.pdf Initial Commit (By Haji) 5 months ago
6- Facing the cold start problem in recommender systems.pdf Initial Commit (By Haji) 5 months ago
7- Solving the Cold-Start Problem in Recommender Systems with Social Tags.pdf Initial Commit (By Haji) 5 months ago
8- A Training Algorithm for Optimal Margin Classifiers.pdf Initial Commit (By Haji) 5 months ago
9- Learning Piece-wise Linear Models from Large Scale Data for Ad Click Prediction.pdf Initial Commit (By Haji) 5 months ago
10- Gradient-Based Learning Applied to Document Recognition.pdf Initial Commit (By Haji) 5 months ago
11- A limited memory BFGS-type method for large-scale unconstrained optimization.pdf Initial Commit (By Haji) 5 months ago
12- Web-Scale Bayesian CTR Prediction for Sponsored Search Advertising in Microsoft's Bing Search Engine.pdf Initial Commit (By Haji) 5 months ago
13- Factorization Machines.pdf Initial Commit (By Haji) 5 months ago
14- Field-aware Factorization Machines for CTR Prediction.pdf Initial Commit (By Haji) 5 months ago
15- Field Aware Factorization Machines in a Real-world Online Advertising System.pdf Initial Commit (By Haji) 5 months ago
16- Field-weighted Factorization Machines for Click-Through Rate Prediction in Display Advertising.pdf Initial Commit (By Haji) 5 months ago
17- Bayesian Factorization Machines.pdf Initial Commit (By Haji) 5 months ago
18- Sparse Factorization Machines for Click-through Rate Prediction.pdf Initial Commit (By Haji) 5 months ago
19- Attentional Factorization Machines; Learning the Weight of Feature Interactions via Attention Networks.pdf Initial Commit (By Haji) 5 months ago
20- Dropout; A Simple Way to Prevent Neural Networks from Overfitting.pdf Initial Commit (By Haji) 5 months ago
22- Deep Learning based Recommender System A Survey and new prespectives.pdf Initial Commit (By Haji) 5 months ago
23- Deep CTR Prediction in Display Advertising.pdf Initial Commit (By Haji) 5 months ago
24- Deep Residual Learning for Image Recognition.pdf Initial Commit (By Haji) 5 months ago
25- Rectifed linear units improve restricted Boltzmann Machines.pdf Initial Commit (By Haji) 5 months ago
26- Entity Embeddings of Categorical Variables.pdf Initial Commit (By Haji) 5 months ago
27- Batch Normalization; Accelerating Deep Network Training by Reducing Internal Covariate Shift.pdf Initial Commit (By Haji) 5 months ago
28- DeepFM; A Factorization-Machine based Neural Network for CTR Prediction.pdf Initial Commit (By Haji) 5 months ago
29- DeepFM; An End-to-End Wide & Deep Learning Framework for CTR Prediction.pdf Initial Commit (By Haji) 5 months ago
30- Wide & Deep Learning for Recommender Systems.pdf Initial Commit (By Haji) 5 months ago
31- A New Approach for Advertising CTR Prediction Based on Deep Neural Network via Attention Mechanism.pdf Initial Commit (By Haji) 5 months ago
32- Modular Learning in Neural Networks.pdf Initial Commit (By Haji) 5 months ago
33- The Mathematical Theory of Communication.pdf Initial Commit (By Haji) 5 months ago
34- On the Dimensionality of Embeddings for Sparse Features and Data.pdf Initial Commit (By Haji) 5 months ago
35- Mixed Dimension Embeddings with Application to Memory-Efficient Recommendation Systems.pdf Initial Commit (By Haji) 5 months ago
36- Neural Collaborative Filtering.pdf Initial Commit (By Haji) 5 months ago
37- Rectifier Nonlinearities Improve Neural Network Acoustic Models.pdf Initial Commit (By Haji) 5 months ago
38- Visualizing Data using t-SNE.pdf Initial Commit (By Haji) 5 months ago