I am trying a new initiative - a-paper-a-week. This repository will hold all those papers and related summaries and notes.
- Teaching Machines to Read and Comprehend
- Evaluating Prerequisite Qualities for Learning End-to-end Dialog Systems
- Recurrent Neural Network Regularization
- Deep Math: Deep Sequence Models for Premise Selection
- A Neural Conversational Model
- Key-Value Memory Networks for Directly Reading Documents
- Advances In Optimizing Recurrent Networks
- Query Regression Networks for Machine Comprehension
- Sequence to Sequence Learning with Neural Networks
- The Difficulty of Training Deep Architectures and the Effect of Unsupervised Pre-Training
- Question Answering with Subgraph Embeddings
- Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks
- Visualizing Large-scale and High-dimensional Data
- Visualizing Data using t-SNE
- Curriculum Learning
- End-To-End Memory Networks
- Memory Networks
- Learning To Execute
- Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud
- Large Scale Distributed Deep Networks
- Efficient Estimation of Word Representations in Vector Space
- Regularization and variable selection via the elastic net
- Fractional Max-Pooling
- TAO: Facebook’s Distributed Data Store for the Social Graph
- Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
- The Unified Logging Infrastructure for Data Analytics at Twitter
- A Few Useful Things to Know about Machine Learning
- Hive – A Petabyte Scale Data Warehouse Using Hadoop
- Kafka: a Distributed Messaging System for Log Processing
- Power-law distributions in Empirical data
- Pregel: A System for Large-Scale Graph Processing
- GraphX: Unifying Data-Parallel and Graph-Parallel Analytics
- Pig Latin: A Not-So-Foreign Language for Data Processing
- Resilient Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster Computing
- MapReduce: Simplified Data Processing on Large Clusters
- BigTable: A Distributed Storage System for Structured Data
- Spark SQL: Relational Data Processing in Spark
- Spark: Cluster Computing with Working Sets
- Fast Data in the Era of Big Data: Twitter’s Real-Time Related Query Suggestion Architecture
- Scaling Memcache at Facebook
- Dynamo: Amazon’s Highly Available Key-value Store
- f4 : Facebook's Warm BLOB Storage System
- A Theoretician’s Guide to the Experimental Analysis of Algorithms
- Cuckoo Hashing
- Never Ending Learning