Michal Lukasik
I am a Senior Research Scientist at Google Research in New York, USA. My research interests broadly lie in the areas of machine learning and natural language processing, with focus on loss function design, LLMs and deep learning.
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Google
Teacher's pet: understanding and mitigating biases in distillation
Aditya Krishna Menon
Transactions on Machine Learning Research (2022)
Scaling Graph Neural Networks with Approximate PageRank
Aleksandar Bojchevski
Johannes Klipera
Amol Kapoor
Martin Blais
Benedek András Rózemberczki
Stephan Günnnemann
KDD (2020)
Does label smoothing mitigate label noise?
Aditya Krishna Menon
International Conference on Machine Learning (2020) (to appear)
Semantic label smoothing for sequence to sequence problems
Himanshu Jain
Aditya Krishna Menon
Seungyeon Kim
EMNLP (2020) (to appear)
Content Explorer: Recommending Novel Entities for a Document Writer
Proceedings of Empirical Methods of Natural Language Processing, EMNLP, 2018.
