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Poster
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Fri 11:00
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A New Neural Kernel Regime: The Inductive Bias of Multi-Task Learning
Julia Nakhleh · Joseph Shenouda · Robert Nowak
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Poster
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Fri 11:00
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Inductive biases of multi-task learning and finetuning: multiple regimes of feature reuse
Samuel Lippl · Jack Lindsey
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Workshop
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Attention Bias as an Inductive Bias: How to Teach Transformers Simple Arithmetic
Shaoxiong Duan · Yining Shi · Wei Xu
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Poster
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Thu 16:30
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Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement
Tao Yang · Cuiling Lan · Yan Lu · Nanning Zheng
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Workshop
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MSA-LM: Integrating DNA-level Inductive Biases into DNA Language Models
Vishrut Thoutam
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Workshop
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Sun 8:30
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Invited talk: data-driven vs inductive bias-driven methods in machine learning and the physical sciences
Lukas Heinrich
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Poster
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Thu 11:00
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On the Inductive Bias of Stacking Towards Improving Reasoning
Nikunj Saunshi · Stefani Karp · Shankar Krishnan · Sobhan Miryoosefi · Sashank Jakkam Reddi · Sanjiv Kumar
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Workshop
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SGD and Weight Decay Secretly Minimize the Rank of Your Neural Network
Tomer Galanti · Zachary Siegel · Aparna Gupte · Tomaso Poggio
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Workshop
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Sun 9:00
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Panel: data-driven vs inductive bias-driven methods in machine learning and the physical sciences
Animashree Anandkumar · Naoya Takeishi · Johannes Brandstetter
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Workshop
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Object-Centric Temporal Consistency via Conditional Autoregressive Inductive Biases
Cristian Meo · Akihiro Nakano · Mircea Lică · Aniket Didolkar · Masahiro Suzuki · Anirudh Goyal · Mengmi Zhang · Justin Dauwels · Yutaka Matsuo · Yoshua Bengio
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Workshop
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Spatial Shortcuts in Graph Neural Controlled Differential Equations
Michael Detzel · Gabriel Nobis · Jackie Ma · Wojciech Samek
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