Emmanouil Antonios Platanios

Joined

March 2017

Names

Emmanouil A. Platanios

Emails

****@cs.cmu.edu (Confirmed)

****@gmail.com (Confirmed)

****@microsoft.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Senior Researcher

Microsoft (microsoft.com)

2020 – 2022

PhD student

Carnegie Mellon University (cmu.edu)

2013 – 2020

Research Intern

Microsoft (microsoft.com)

2015 – 2015

Undergrad student

Imperial College London (imperial.ac.uk)

2009 – 2013

Advisors, Relations & Conflicts

PhD Advisor

Tom Mitchell

2013 – 2018

Coworker

Eric Horvitz

2015 – 2015

Coworker

Ashish Kapoor

2015 – 2015

Coworker

Avrim Blum

2013 – 2015

Expertise

deep learning

RNNs

2014 – 2017

unsupervised learning

semi-supervised learning

2013 – 2017

ensemble methods

2013 – 2017

Publications

HyperDynamics: Meta-Learning Object and Agent Dynamics with Hypernetworks
Zhou Xian, Shamit Lal, Hsiao-Yu Tung, Emmanouil Antonios Platanios, Katerina Fragkiadaki
- Published: 12 Jan 2021, Last Modified: 05 May 2023
- ICLR 2021 Poster
- Readers: Everyone
Learning from Imperfect Annotations.
Emmanouil Antonios Platanios, Maruan Al-Shedivat, Eric P. Xing, Tom M. Mitchell
- 2020 (modified: 09 Nov 2022)
- CoRR2020
- Readers: Everyone
Competence-based Curriculum Learning for Neural Machine Translation
Emmanouil Antonios Platanios, Otilia Stretcu, Graham Neubig, Barnabás Póczos, Tom M. Mitchell
- 2019 (modified: 12 Nov 2022)
- NAACL-HLT (1) 2019
- Readers: Everyone
Graph Agreement Models for Semi-Supervised Learning.
Otilia Stretcu, Krishnamurthy Viswanathan, Dana Movshovitz-Attias, Emmanouil A. Platanios, Sujith Ravi, Andrew Tomkins
- 2019 (modified: 09 Nov 2022)
- NeurIPS2019
- Readers: Everyone
Contextual Parameter Generation for Universal Neural Machine Translation
Emmanouil Antonios Platanios, Mrinmaya Sachan, Graham Neubig, Tom M. Mitchell
- 2018 (modified: 16 Jul 2019)
- EMNLP 2018
- Readers: Everyone
Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach
Emmanouil A. Platanios, Hoifung Poon, Tom M. Mitchell, Eric Joel Horvitz
- 2017 (modified: 11 Nov 2022)
- NIPS 2017
- Readers: Everyone
Active Learning amidst Logical Knowledge.
Emmanouil A. Platanios, Ashish Kapoor, Eric Horvitz
- 2017 (modified: 09 Nov 2022)
- CoRR2017
- Readers: Everyone
Estimating Accuracy from Unlabeled Data: A Bayesian Approach
Emmanouil Antonios Platanios, Avinava Dubey, Tom M. Mitchell
- 2016 (modified: 11 Nov 2022)
- ICML 2016
- Readers: Everyone
CMUML Micro-Reader System for KBP 2016 Cold Start Slot Filling, Event Nugget Detection, and Event Argument Linking.
Bishan Yang, Ndapandula Nakashole, Bryan Kisiel, Emmanouil A. Platanios, Abulhair Saparov, Shashank Srivastava, Derry Wijaya, Tom M. Mitchell
- 2016 (modified: 16 Feb 2025)
- TAC2016
- Readers: Everyone
Never-Ending Learning
Tom M. Mitchell, William W. Cohen, Estevam R. Hruschka Jr., Partha Pratim Talukdar, Justin Betteridge, Andrew Carlson, Bhavana Dalvi Mishra, Matthew Gardner, Bryan Kisiel, Jayant Krishnamurthy, Ni Lao, Kathryn Mazaitis, Thahir Mohamed, Ndapandula Nakashole, Emmanouil A. Platanios, Alan Ritter, Mehdi Samadi, Burr Settles, Richard C. Wang, Derry Wijaya et al. (5 additional authors not shown)
- 2015 (modified: 16 Jul 2019)
- AAAI 2015
- Readers: Everyone

View all 13 publications

Co-Authors

View all 47 co-authors