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Lab V2 is an ASU Lab focused on the intersection of symbolic AI and machine learning. Lab V2 is directed by @pshak02
Homepagehttps://labs.engineering.asu.edu/labv2/

Part 2 on Shindo et al.'s work extending dILP.

https://youtu.be/nzfbxlHUwuE

@ASU @ASUEngineering @asu_gsi @SCAI_ASU
#ComputerScience #DeepLearning #Neurosymbolic #Logic #AI

(Pt. 2) How can you learn logical relationships with a neural network?

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Pt 1 on dILP for structured examples; an ILP method for dealing that allows arbitrary functions.

https://youtu.be/JIS78a40q8U

@ASU @ASUEngineering @asu_gsi @SCAI_ASU
#ComputerScience #DeepLearning #Neurosymbolic #Logic #AI

(Pt. 1) How can you learn logical relationships with a neural network?

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Part 2 on deduction for cross-KG entailment.

https://youtu.be/Yx9awKVS6Go

@ASU @ASUEngineering @asu_gsi @SCAI_ASU
#ComputerScience #DeepLearning #Neurosymbolic #Logic #AI

Deductive Reasoning for Cross-Knowledge Graph Entailment pt 2

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Today part 1 in a series on deductive reasoning for cross-KG entailment.

https://youtu.be/sXLZiybTM5I

@ASU @ASUEngineering @asu_gsi @SCAI_ASU
#ComputerScience #DeepLearning #Neurosymbolic #Logic #AI

Deductive Reasoning for Cross-Knowledge Graph Entailment pt 1

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RT @PauloShakASU
If you are at @RealAAAI either in-person or virtual, don't miss our tutorial on #neurosymbolic AI this morning.
@cbaral @gerrysimari @SCAI_ASU @asu_gsi

Today's video we have @GustavSheer presenting lifted relational neural networks.

https://youtu.be/qA0tQ8jwrlA

@IDA_CTU @ASU @ASUEngineering @asu_gsi @SCAI_ASU
#ComputerScience #DeepLearning #Neurosymbolic #Logic #AI

Beyond Graph Neural Networks with Lifted Relational Neural Networks

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We finish our series on the original dILP paper with some in-class discussion.

https://youtu.be/WZvr--Ic2Tc

@ASU @ASUEngineering @asu_gsi @SCAI_ASU
#ComputerScience #DeepLearning #Neurosymbolic #Logic #AI

Differentiable ILP Pt 6: Q&A

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In part 5 of our dILP series, we look at the experiments of the original paper.

https://youtu.be/4Q40HbDerJQ

@ASU @ASUEngineering @asu_gsi @SCAI_ASU
#ComputerScience #DeepLearning #Neurosymbolic #Logic #AI

Differentiable ILP Pt 5: Experiments

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Check out our discussion on the complexity of dILP (pt 4 of our series).
https://youtu.be/SOnAE0EyX8c

@ASU @ASUEngineering @asu_gsi @SCAI_ASU
#ComputerScience #DeepLearning #Neurosymbolic #Logic #AI

Differentiable ILP Pt 4: Complexity

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Check out part 3 in our dILP series.
https://youtu.be/X3Sh8lFIcRE

@ASU @ASUEngineering @asu_gsi @SCAI_ASU
#ComputerScience #DeepLearning #Neurosymbolic #Logic #AI

Differentiable ILP Pt 3: Neural Architecture

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