Avatar

Ph.D. student
Machine Learning Group
Department of Computer Science
University of Toronto

[eleni at cs dot toronto dot edu]

CV

Github





Eleni Triantafillou

My research interests lie in Deep Learning and its applications in Computer Vision and Natural Language Processing. My advisors are Raquel Urtasun and Richard Zemel.

When I'm not doing research, I enjoy writing music, dancing, playing the piano and singing.
Here is a song I wrote and another one.


Publications

Few-Shot Learning Through an Information Retrieval Lens.
Eleni Triantafillou, Richard Zemel and Raquel Urtasun.
[arXiv preprint]


Non-Deterministic Planning with Temporally Extended Goals: LTL over finite and infinite traces.
Alberto Camacho, Eleni Triantafillou, Christian Muise, Jorge Baier, and Sheila McIlraith.
In Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA., pages 3716--3724, 2017. [link]


Towards Generalizable Sentence Embeddings
Eleni Triantafillou, Jamie Ryan Kiros, Raquel Urtasun, Richard Zemel.
1st Workshop on Representation Learning for NLP. ACL, 2016. [link]


Non-Deterministic Planning with Temporally Extended Goals: Completing the story for finite and infinite LTL (Amended Version)
Alberto Camacho, Eleni Triantafillou, Christian Muise, Jorge A. Baier, Sheila A. McIlraith.
In Proceedings of KnowProS, IJCAI, 2016. [link]


Non-Deterministic Planning with Temporally Extended Goals: Completing the story for finite and infinite LTL
Alberto Camacho, Eleni Triantafillou, Christian Muise, Jorge A. Baier, Sheila A. McIlraith.
In Proceedings of HSDIP, ICAPS, 2016, pages 68-76. [link]


A Unifying Framework for Planning with LTL and Regular Expressions
Eleni Triantafillou, Jorge A. Baier, Sheila A. McIlraith.
In Proceedings of MOCHAP, ICAPS, 2015, pages 23-31. [link]