Invited Talks and Lectures
- In Oct 2021, I gave a talk on Inductive Biases for Deep Learning of Higher Level Cognition at Machine Learning Department, CMU.
- In Oct 2021, I gave a talk on Inductive Biases for Deep Learning of Higher Level Cognition at Microsoft Research, New York.
- In Feb 2021, I gave a talk on Inductive Biases for Deep Learning of Higher Level Cognition at University of Toronto.
- In Feb 2021, I gave a talk on Towards Causal Representation Learning at ETH Zurich.
- In Jan 2021, I gave a talk on Recurrent Independent Mechanisms at Yahoo Research.
- In April 2020, I gave a talk on Modularity, Attention and Efficient Credit Assignment at the IAS Workshop on New Directions in Optimization Statistics and Machine Learning.
- In April 2019, I gave a talk at Microsoft Research in Redmond, Seattle on Recurrent Independent Mechanisms.
- In April 2019, I gave a talk at Mila on Inductive Biases, Invariances and Generalization.
- In April 2018, I gave an invited talk at DALI'2018.
- In April 2018, I gave an invited talk at UCL Machine Learning Department.
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Publications
Opinion Piece/Review Papers
Preprints
Learning Neural Causal Models from Active Interventions
Nino Scherrer ,
Olexa Bilaniuk ,
Yashas Annadani ,
Anirudh Goyal,
Patrick Schwab ,
Bernhard Schölkopf,
Michael C. Mozer,
Yoshua Bengio ,
Stefan Bauer ,
Nan Rosemary Ke ,
arXiv
2021
2020
2019
2018
2017
Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations
David Krueger ,
Tegan Maharaj ,
János Kramár ,
Mohammad Pezeshki ,
Nicolas Ballas ,
Nan Rosemary Ke ,
Anirudh Goyal,
Yoshua Bengio ,
Aaron Courville ,
Chris Pal
International Conference on Learning Representations (ICLR), 2017
arXiv / code
2016
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