Mathias Berglund

Researcher, Apple

Joined

September 2018

Names

Mathias Berglund

Emails

****@aalto.fi (Confirmed)

,

****@iki.fi (Confirmed)

Personal Links

Career & Education History

Researcher

Apple (apple.com)

2020 – Present

PhD student

Aalto University (aalto.fi)

2013 – 2017

PhD student

Montreal Institute for Learning Algorithms, University of Montreal, University of Montreal (mila.umontreal.ca)

2015 – 2015

Advisors, Relations & Conflicts

PhD Advisor

2013 – 2017

PhD Advisor

KyungHyun Cho

2013 – 2015

Expertise

No areas of expertise listed

Publications

Tagger: Deep Unsupervised Perceptual Grouping
Klaus Greff, Antti Rasmus, Mathias Berglund, Tele Hotloo Hao, Harri Valpola, Jürgen Schmidhuber
- 2016 (modified: 11 Nov 2022)
- NIPS 2016
- Readers: Everyone
Scalable Gradient-Based Tuning of Continuous Regularization Hyperparameters
Jelena Luketina, Tapani Raiko, Mathias Berglund, Klaus Greff
- 2016 (modified: 11 Nov 2022)
- ICML 2016
- Readers: Everyone
Bidirectional Recurrent Neural Networks as Generative Models
Mathias Berglund, Tapani Raiko, Mikko Honkala, Leo Kärkkäinen, Akos Vetek, Juha Karhunen
- 2015 (modified: 11 Nov 2022)
- NIPS 2015
- Readers: Everyone
Semi-supervised Learning with Ladder Networks
Antti Rasmus, Mathias Berglund, Mikko Honkala, Harri Valpola, Tapani Raiko
- 2015 (modified: 11 Nov 2022)
- NIPS 2015
- Readers: Everyone

Co-Authors