Interests
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Artificial General Intelligence
Choong-Shik Park, Constructive Artificial Intelligence, Professor in U1 (Youngdong) University.
Ben Goertzel, SingularityNET and OpenCog.
Gary Marcus, NYU Prof Emeritus and RobustAI Founder.
Artur d’Avila Garcez, Professor of Computer Science at City, University of London.
Melanie Mitchell, Davis Professor, Santa Fe Institute.
Eliezer Yudkowsky, Machine Intelligence Research Institute (MIRI).
- https://www.youtube.com/watch?v=AaTRHFaaPG8
Neural-symbolic Learning
Neural-Symbolic Learning and Reasoning(NeSy), NeSy association.
Neuro-Symbolic AI, IBM.
Explainable and Interpretable Machine Learning
Prof. Finale Doshi-Velez, Harvard University.
Prof. Himabindu Lakkaraju, Trustworthy ML Initiative (TrustML), Harvard University.
Prof. Zeynep Akata, University of Tübingen.
Dr. Been Kim, Google Brain.
Online Machine Learning
Prof. Shai Shalev-Shwartz, The Hebrew University.
Dr. Mohammad Emtiyaz Khan, Approximate Bayesian Inference, RIKEN.
Optimization
Prof. Nicolò Cesa-Bianchi, University of Milan (Università degli Studi di Milano).
Lectures
Interpretability and Explainability in Machine Learning by Hima Lakkaraju
Explainable ML: Understanding the Limits and Pushing the Boundaries by Hima Lakkaraju
Bayesian principles for Learning-Machines, [Slides] by Mohammad Emtiyaz Khan
Explainable Machine Learning by Zeynep Akata
Papers
Explanations can be manipulated and geometry is to blame, NIPS 2019.
Books
Bill Bryson, The Body: A Guide for Occupants