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2309.16512
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From Complexity to Clarity: Analytical Expressions of Deep Neural Network Weights via Clifford's Geometric Algebra and Convexity
28 September 2023
Mert Pilanci
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Papers citing
"From Complexity to Clarity: Analytical Expressions of Deep Neural Network Weights via Clifford's Geometric Algebra and Convexity"
3 / 3 papers shown
Title
ConvexECG: Lightweight and Explainable Neural Networks for Personalized, Continuous Cardiac Monitoring
Rayan Ansari
John Cao
Sabyasachi Bandyopadhyay
Sanjiv M. Narayan
Albert J. Rogers
Mert Pilanci
BDL
16
0
0
19 Sep 2024
Randomized Geometric Algebra Methods for Convex Neural Networks
Yifei Wang
Sungyoon Kim
Paul Chu
Indu Subramaniam
Mert Pilanci
AAML
32
0
0
04 Jun 2024
Globally Optimal Training of Neural Networks with Threshold Activation Functions
Tolga Ergen
Halil Ibrahim Gulluk
Jonathan Lacotte
Mert Pilanci
57
8
0
06 Mar 2023
1