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27 Results
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Workshop
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Sun 10:45 |
Provably Learning Concepts by Comparison |
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Workshop
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Provably Learning Concepts by Comparison Yujia Zheng · Shaoan Xie · Kun Zhang |
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Workshop
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Sat 10:30 |
Do music LLMs learn symbolic concepts? A pilot study using probing and intervention Wenye Ma · Xinyue Li · Gus Xia |
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Poster
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Wed 11:00 |
Symbolic Regression with a Learned Concept Library Arya Grayeli · Atharva Sehgal · Omar Costilla Reyes · Miles Cranmer · Swarat Chaudhuri |
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Workshop
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Explainable Concept Generation through Vision-Language Preference Learning Aditya Taparia · Som Sagar · Ransalu Senanayake |
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Poster
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Fri 16:30 |
A Theory of Optimistically Universal Online Learnability for General Concept Classes Steve Hanneke · Hongao Wang |
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Poster
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Wed 16:30 |
Uncovering Safety Risks of Large Language Models through Concept Activation Vector Zhihao Xu · Ruixuan HUANG · Changyu Chen · Xiting Wang |
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Poster
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Fri 11:00 |
Provably Transformers Harness Multi-Concept Word Semantics for Efficient In-Context Learning Dake Bu · Wei Huang · Andi Han · Atsushi Nitanda · Taiji Suzuki · Qingfu Zhang · Hau-San Wong |
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Workshop
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Understanding Visual Concepts Across Models Brandon Trabucco · Max Gurinas · Kyle Doherty · Ruslan Salakhutdinov |
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Poster
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Thu 11:00 |
From Causal to Concept-Based Representation Learning Goutham Rajendran · Simon Buchholz · Bryon Aragam · Bernhard Schölkopf · Pradeep Ravikumar |
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Poster
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Thu 11:00 |
A theoretical design of concept sets: improving the predictability of concept bottleneck models Max Ruiz Luyten · Mihaela van der Schaar |
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Workshop
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Sat 11:00 |
From Causal to Concept-Based Representation Learning Goutham Rajendran · Simon Buchholz · Bryon Aragam · Bernhard Schölkopf · Pradeep Ravikumar |