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13 Results
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Workshop
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D-CIPHER: Discovery of Closed-form Partial Differential Equations Krzysztof Kacprzyk · Zhaozhi Qian · Mihaela van der Schaar |
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Workshop
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SymbolicGPT: A Generative Transformer Model for Symbolic Regression Mojtaba Valipour · Bowen You · Maysum H Panju · Ali Ghodsi |
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Workshop
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Privileged Deep Symbolic Regression Luca Biggio · Tommaso Bendinelli · Pierre-alexandre Kamienny |
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Poster
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Thu 14:00 |
CoNSoLe: Convex Neural Symbolic Learning Haoran Li · Yang Weng · Hanghang Tong |
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Workshop
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SRSD: Rethinking Datasets of Symbolic Regression for Scientific Discovery Yoshitomo Matsubara · Naoya Chiba · Ryo Igarashi · Yoshitaka Ushiku |
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Poster
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Wed 14:00 |
Symbolic Distillation for Learned TCP Congestion Control S P Sharan · Wenqing Zheng · Kuo-Feng Hsu · Jiarong Xing · Ang Chen · Zhangyang Wang |
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Poster
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Wed 9:00 |
End-to-end Symbolic Regression with Transformers Pierre-alexandre Kamienny · Stéphane d'Ascoli · Guillaume Lample · Francois Charton |
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Poster
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Tue 9:00 |
A Unified Framework for Deep Symbolic Regression Mikel Landajuela · Chak Shing Lee · Jiachen Yang · Ruben Glatt · Claudio P Santiago · Ignacio Aravena · Terrell Mundhenk · Garrett Mulcahy · Brenden K Petersen |
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Workshop
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A PINN Approach to Symbolic Differential Operator Discovery with Sparse Data Brydon Eastman · Lena Podina · Mohammad Kohandel |
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Workshop
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Thoughts on the Applicability of Machine Learning to Scientific Discovery and Possible Future Research Directions (Perspective) Shiro Takagi |
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Workshop
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Fri 13:30 |
Invited Talk #4, The Fifth Paradigm of Scientific Discovery, Max Welling Max Welling |
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Workshop
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Data-Driven Computational Imaging for Scientific Discovery Andrew Olsen · Yolanda Hu · Vidya Ganapati |