Some recent talks by Kevin Murphy
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Code Synthesis for improved agentic decision making
ICLR World Models Workshop, April 2026
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From Generative AI to Agentic AI.
August 2025
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Sequential Decision Making using Online Variational Bayes (video)
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(Slides.)
Khipu.ai, Chile, March 2025.
Cornell U., March 2025.
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Algorithms and Applications for Sequential Decision Making
Oxford Mann Institute, February 2025.
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"A unified, decision-theoretic perspective on ML: prediction, control, discovery, generation".
Princeton and NYU, May 2023.
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"The 4 pillars of machine learning: prediction, decision, discovery, generation".
UBC
and SFU, February, 2023.
Deep Learning Indaba, Ghana, September 2023.
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"From perception to prediction".
Vector Institute in Toronto, January 2019.
Note: Sound quality of video improves after first 10 minutes!
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"Generative models for vision and language".
Riken in Tokyo, March 2018.
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"Towards machines that perceive and communicate".
UBC, May 2018 (CS 50th annniversary).
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"Towards machines that perceive and communicate".
MIT CBMM,
May 2017.