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44 Results
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Workshop
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The Next Symbol Prediction Problem: PAC-learning and its relation to Language Models Satwik Bhattamishra · Phil Blunsom · Varun Kanade |
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Representing Core-collapse Supernova Light Curves Analytically with Symbolic Regression Kaylee de Soto · V Villar |
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Plansformer: Generating Symbolic Plans using Transformers Vishal Pallagani · Bharath Muppasani · Keerthiram Murugesan · Francesca Rossi · Lior Horesh · Biplav Srivastava · Francesco Fabiano · Andrea Loreggia |
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Discovering Black Hole Mass Scaling Relations with Symbolic Regression Zehao Jin · Benjamin Davis |
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Expression Sampler as a Dynamic Benchmark for Symbolic Regression Ioana Marinescu · Younes Strittmatter · Chad Williams · Sebastian Musslick |
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A Transformer Model for Symbolic Regression towards Scientific Discovery Florian Lalande · Yoshitomo Matsubara · Naoya Chiba · Tatsunori Taniai · Ryo Igarashi · Yoshitaka Ushiku |
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Vertical AI-driven Scientific Discovery Yexiang Xue |
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Fri 12:40 |
Discrete, compositional, and symbolic representations through attractor dynamics Andrew Nam · Eric Elmoznino · Nikolay Malkin · Chen Sun · Yoshua Bengio · Guillaume Lajoie |
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Workshop
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Sat 13:30 |
The Interface for Symbolic Music Loop Generation Conditioned on Musical Metadata Sangjun Han · Hyeongrae Ihm · Woohyung Lim |
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Workshop
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Symbolic Learning for Material Discovery Daniel Cunnington · Flaviu Cipcigan · Rodrigo Neumann Barros Ferreira · Jonathan Booth |
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Workshop
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Fri 7:50 |
Discrete, compositional, and symbolic representations through attractor dynamics Andrew Nam · Eric Elmoznino · Nikolay Malkin · Chen Sun · Yoshua Bengio · Guillaume Lajoie |
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Workshop
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Fri 14:30 |
Invited Talk - Mechanisms of Symbol Processing for In-Context Learning in Transformers |