Rohit Babbar
Institutionen för datateknik

Rohit Babbar

Assistant Professor

Kontakt information

Postadress
Aalto SCI Computer Science Konemiehentie 2
Full researcher profile
https://research.aalto.fi/...

Beskrivning

I am an Assistant Professor at the department of Computer Science, Aalto University in Finland. Along with my research group, we work on problems in machine learning for sequential data such as text and audio, robustness, and Extreme Classification.

Forskargrupper

Professorship Babbar R., Assistant Professor

Publikationer

Professorship Babbar R., Institutionen för datateknik

Data scarcity, robustness and extreme multi-label classification

Publishing year: 2019 Machine Learning
Professorship Babbar R., Institutionen för datateknik

A Simple and Effective Scheme for Data Pre-processing in Extreme Classification

Publishing year: 2019 ESANN 2019 - Proceedings, 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
Helsinki Institute for Information Technology HIIT, Professorship Gionis A., Institutionen för datateknik, Professorship Babbar R.

Bonsai - Diverse and Shallow Trees for Extreme Multi-label Classification

Publishing year: 2019 arXiv.org
Institutionen för datateknik, Professorship Babbar R.

Prediction of glucose tolerance without an oral glucose tolerance test

Publishing year: 2018 Frontiers in Endocrinology
Professorship Babbar R., Institutionen för datateknik

Adversarial Extreme Multi-label Classification

Publishing year: 2018
Institutionen för datateknik, Professorship Babbar R.

Extreme Multi-label Classification for Information Retrieval

Publishing year: 2018 Advances in Information Retrieval
Not published at Aalto University

DiSMEC - Distributed Sparse Machines for Extreme Multi-label Classification

Publishing year: 2017
Not published at Aalto University

Learning Taxonomy Adaptation in Large-scale Classification

Publishing year: 2016 Journal of Machine Learning Research
Not published at Aalto University

TerseSVM : A scalable approach for learning compact models in Large-scale classification

Publishing year: 2016
Not published at Aalto University

Efficient Model Selection for Regularized Classification by Exploiting Unlabeled Data

Publishing year: 2015