Name: TensorFlow Buenos Aires T02E02
Start: 2019-08-22T19:00:00-03:00
End: 2019-08-22T21:00:00-03:00
Location: OLX Headquarters

Segunda charla de TF Buenos Aires del año! Nos vemos en las oficinas de OLX y vamos a tener dos charlas muy interesantes. Recuerden confirmar asistencia sólo si van a poder venir para no dejar sin lugar a otras personas.

Agenda

6:30
Nos encontramos en OLX. Catering de bienvenida!

7:00
Deep pre-trained language representations
Melanie Sclar, Lead Data Scientist @ BrightSector

Self-attention, transformers y embeddings contextuales. ¿Qué hay detrás de los modelos que están provocando un cambio de paradigma en NLP y cuáles son sus aplicaciones?

7:30
Moving around my dirt pile: an introduction to Optimal Transport.
Pedro Carossi, Project Leader @ Despegar

In recent times some classical results on optimal transportation and
allocation of resources have been rediscovered under the context of DNN's, with WGAN'S as a notorious use case. In this talk we are going to give an introduction to the topic and present some interesting uses.

8:00
Unified ML model serving for production
Mouloud LOUNACI - OLX

In this talk, I propose to introduce Mleap (not to confuse with Spark MLlib) and ONNX, unified libraries that makes it possible to serve machine learning pipelines (Spark, tensorflow or scikit-learn) with the same code and reduce the prediction latency to match production SLAs. I will explain how they work, what they can/can’t do and what to expect for the future. I will also share our experiences (good and bad) with Mleap for serving spark trained ranking model and ONNX for serving tensorflow for Item to Item recommender.

8:45
Networking y comida

Pablo Perez De Angelis

TensorFlow Buenos Aires

Technology

Artificial Intelligence

Natural Language Processing

Machine Learning

Predictive Analytics

Neural Networks

Artificial Intelligence Applications

Machine Intelligence

Data Science

Deep Learning

TensorFlow

TensorFlow Buenos Aires T02E02

OLX Headquarters

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TensorFlow Buenos Aires T02E02

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