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Poster
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Wed 9:00
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Transfer Learning on Heterogeneous Feature Spaces for Treatment Effects Estimation
Ioana Bica · Mihaela van der Schaar
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Expo Demonstration
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Mon 8:00
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Real-time Navigation of Chemical Space with Cloud-Based Inference from MoLFormer
Payel Das · Brian Belgodere
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Poster
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Thu 9:00
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Experimental Design for Linear Functionals in Reproducing Kernel Hilbert Spaces
Mojmir Mutny · Andreas Krause
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Poster
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Tracking Functional Changes in Nonstationary Signals with Evolutionary Ensemble Bayesian Model for Robust Neural Decoding
Xinyun Zhu · Yu Qi · Gang Pan · Yueming Wang
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Workshop
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MARS: Meta-learning as score matching in the function space
Kruno Lehman · Jonas Rothfuss · Andreas Krause
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Workshop
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Tensor networks for active inference with discrete observation spaces
Samuel T. Wauthier · Bram Vanhecke · Tim Verbelen · Bart Dhoedt
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Poster
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Tue 14:00
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Logical Activation Functions: Logit-space equivalents of Probabilistic Boolean Operators
Scott Lowe · Robert Earle · Jason d'Eon · Thomas Trappenberg · Sageev Oore
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Poster
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Thu 9:00
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Approximation with CNNs in Sobolev Space: with Applications to Classification
Guohao Shen · Yuling Jiao · Yuanyuan Lin · Jian Huang
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Workshop
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A Neural Tangent Kernel Perspective on Function-Space Regularization in Neural Networks
Zonghao Chen · Xupeng Shi · Tim G. J. Rudner · Qixuan Feng · Weizhong Zhang · Tong Zhang
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Poster
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Thu 9:00
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Semantic Probabilistic Layers for Neuro-Symbolic Learning
Kareem Ahmed · Stefano Teso · Kai-Wei Chang · Guy Van den Broeck · Antonio Vergari
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Poster
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Trajectory Inference via Mean-field Langevin in Path Space
Lénaïc Chizat · Stephen Zhang · Matthieu Heitz · Geoffrey Schiebinger
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Poster
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Functional Indirection Neural Estimator for Better Out-of-distribution Generalization
Kha Pham · Thai Hung Le · Man Ngo · Truyen Tran
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