Data Processing Paper Reading Club

Sino Data Scientist Association(SDSA)

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Neuro-linguistic Programming

• Phrase-Based & Neural Unsupervised Machine Translation (2018), Guillaume Lample, Myle Ott, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato [pdf]

Neural Processes

• Neural Processes, Marta Garnelo, Jonathan Schwarz, Dan Rosenbaum, Fabio Viola, Danilo J. Rezende, S. M. Ali Eslami, Yee Whye Teh [pdf]
• Conditional Neural Processes, Marta Garnelo, Dan Rosenbaum, Chris J. Maddison, Tiago Ramalho, David Saxton, Murray Shanahan, Yee Whye Teh, Danilo J. Rezende, S. M. Ali Eslami [pdf]

Data Engineering

• ✔️ Resilient Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster Computing, Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave, Justin Ma,Murphy McCauley, Michael J. Franklin, Scott Shenker, Ion Stoica [pdf]

• MillWheel: Fault-Tolerant Stream Processing at Internet Scale, Tyler Akidau, Alex Balikov, Kaya Bekiroglu, Slava Chernyak, Josh Haberman, Reuven Lax, Sam McVeety, Daniel Mills, Paul Nordstrom, Sam Whittle [pdf]

Data Processing

• ✔️ Condition monitoring of bearings under medium and low rotational speed, Carina Freitas, Paulo Morais, Jacques Cuenca, Agusmian Partogi Ompusunggu, Mathieu Sarrazin, Karl Janssens [pdf]

Computer Vision

• YOLO9000: Better, Faster, Stronger, Joseph Redmon, Ali Farhadi [pdf]