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Machine Learning Technologies

At the Machine Learning Technologies group in Haifa, we believe machine learning lies at the heart of creating cognitive systems. Our team works on cutting edge research in the field of deep learning to tackle questions such as: What does it take to transform human natural language to forms that computers can process? How can computers perform cognitive tasks using their ability to move back and forth between natural language and its internal learned representation? What does it mean for a computer to learn human language?

Our team leverages and develops algorithms for automatic pattern recognition, prediction, classification, and learning of structures. We apply the algorithms in various fields, using large scale computing infrastructure. Our expertise includes supervised and unsupervised machine learning, Bayesian networks, anomaly detection, and recommendation systems. We are creating, developing, and training deep neural networks with an emphasis on sequence analysis using recurrent neural networks of all sorts, mainly for natural language tasks.

Our work involves close collaboration with IBM teams around the globe, academic institutions, and industrial companies. We believe the cognitive computing abilities that will be on the shelf tomorrow, are being researched and developed here today.

Activities


Links

 

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Manager

Ofer Lavi, Manager Machine Learning Technologies, IBM Research - Haifa

: Manager Machine Learning Technologies, IBM Research - Haifa

Past Activities

Members

Matan Ninio
Phone : +972-3-768-9417


Einat Kermany
Phone : +972-4-829-6189


Elad Shaked
Phone : +972-3-598-9411


Elad Mezuman
Phone : +972-3-768-9418


Guy Lev
Phone : +972-3-768-9555


Oren Sar-Shalom
Phone : +972-3-768-9538


Yossi Adi
Phone : +972-3-768-9510


Boaz Carmeli
Phone : +972-4-829-6504