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Charla de Miguel Á. Carreira-Perpiñán: A new way to train decision trees: tree alternating optimization (TAO)

Decision trees with hard decision nodes stand apart from other machine
learning models in their interpretability, fast inference and
automatic feature selection -- in addition to their ability to handle
naturally nonlinear data, multiclass classification and regression,
discontinuous predictor functions, and discrete input features. This
has made decision trees widespread in certain practical applications
for decades, in spite of the fact that their predictive accuracy is
generally considered inferior to that of other models.

Talk by Miguel Á. Carreira-Perpiñán: A new way to train decision trees: tree alternating optimization (TAO)

Decision trees with hard decision nodes stand apart from other machine
learning models in their interpretability, fast inference and
automatic feature selection -- in addition to their ability to handle
naturally nonlinear data, multiclass classification and regression,
discontinuous predictor functions, and discrete input features. This
has made decision trees widespread in certain practical applications
for decades, in spite of the fact that their predictive accuracy is
generally considered inferior to that of other models.

Roberto Giacobazzi receives a distinguished article award in POPL2019 for his work in “A²I: Abstract² Interpretation”.

Roberto Giacobazzi, affiliate faculty at the IMDEA Software Institute, received a Distinguished Paper award at the flagship conference of Principles of Programming Languages POPL’19, in Cascais, Portugal, for his work, coauthored with Francesco Ranzato, from the University of Padova, and Patrick Cousot,

Roberto Giacobazzi recibe un premio al artículo distinguido en POPL2019 por su trabajo en “A²I: Abstract² Interpretation”

El profesor afiliado a Instituto IMDEA Software, y de la Universidad de Verona, Roberto Giacobazzi recibe, junto a Francesco Ranzato, de la Universidad de Padova, y Patrick Cousot el premio Artículo Distinguido en POPL 2019 por su trabajo conjunto en “A²I: Abstract² Interpretation”

Manuel Carro participará en el evento “Innovación e I+D en Tecnologías Emergentes y Transformación Digital”

El director de Instituto IMDEA Software, Manuel Carro @manuel__carro, formará parte de la tercera mesa redonda del evento “Innovación e I+D en Tecnologías Emergentes para la Transformación Digital”, sobre investigación e innovación en Madrid, que organiza el Information Processing and Telecommunication Center (IPTC) en la ETSI Telecomunicación de la UPM el 15 de enero de 2019.

Manuel Carro will take part in the event "Innovation and R & D in Emerging Technologies and Digital Transformation"

The director of IMDEA Software Institute, Manuel Carro @manuel__carro, will be part of the third round table of the event "Innovation and R & D in Emerging Technologies for Digital Transformation", based on research and innovation in Madrid, which is organized by the Information Processing and Telecommunication Center (IPTC) in the ETSI Telecomunicación of the UPM on January 15, 2019.

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